Multi experiment Summary loader¶

from IPython.display import Javascript, display
from ipywidgets import widgets

def run_all(ev):
    display(Javascript('IPython.notebook.execute_cells_below()'))

button = widgets.Button(description="Click to load experiment summary:")
button.on_click(run_all)
display(button)

# initializes dbconn and notebook settings
# imports relevant data from mysql db

import pandas as pd
import numpy as np
import sqlalchemy as sa
import glob
import os
import sys
import matplotlib.pyplot as plt
import matplotlib.pylab as pylab
import datetime
%matplotlib inline  
#%pylab inline
pylab.rcParams['figure.figsize'] = (15, 25)
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)
import seaborn as sns

import qgrid
qgrid.nbinstall(overwrite=True) 
qgrid.set_defaults(remote_js=True, show_toolbar=True)

import loaderplots as lp
from scipy.stats import stats, ttest_ind, ttest_rel, rankdata

#engine = sa.create_engine('mysql+pymysql://reeluser:R3el$olarX@localhost/rsi?charset=utf8')
engine = sa.create_engine('mysql+pymysql://reeluser:R3el$olarX@192.168.21.175/rsi?charset=utf8')
conn = engine.connect()

import time 
now = time.strftime("%c")
print ("Updated at: %s"  % now )

import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)

Updated at: Thu Nov 17 10:18:58 2016

To find experiments by topic:¶

use the input box below to search by topic
choose experiment ID from list
input experiment ID in the box below the list

topic = (input("Enter experimental topic/description: "))

#cursor = conn.cursor()
#cursor.execute('SELECT DISTINCT `Experiment_ID`, `Description` FROM exp WHERE `Description` OR `Split1` OR `Split2` OR `Split3` LIKE "%{0}%";', (topic))
query = 'SELECT DISTINCT Experiment_ID, Description, Split1, Split2 FROM fullexp WHERE Description LIKE "%%{0}%%" OR Split1 LIKE "%%{0}%%" OR Split2 LIKE "%%{0}%%" OR Split3 LIKE "%%{0}%%";'
query = query.format(topic)

print ("\n")
print ("List of experiments involving %s updated at %s" % (topic, now) )

topicdf = pd.read_sql_query(query, conn)
qgrid.show_grid(topicdf, grid_options={'forceFitColumns': False, 'defaultColumnWidth': 200})
#topicdf

Enter experimental topic/description: Znte


List of experiments involving Znte updated at Thu Nov 17 10:18:58 2016

from xlsxwriter.utility import xl_rowcol_to_cell
datestring = '%s' %now
datestring_filename = datestring[8:10]+datestring[4:7]+datestring[22:24]


writer_orig = pd.ExcelWriter('%s_explist_%s.xlsx' %(topic, datestring_filename), engine='xlsxwriter')
%time topicdf.to_excel(writer_orig, index=False, sheet_name='all')
writer_orig.save()
print('Exported to %s_explist_%s.xlsx.' %(topic, datestring_filename))

Wall time: 34.5 ms
Exported to Znte_explist_17Nov16.xlsx.

click "export" on the table to save it for offline use when exporting as html.

To load data and output summary from multiple experiments, input Experiment IDs below:¶

use the table above to choose experiments. First, type in the number of experiments you want to load, then type in the experiment numbers.

totalexpts = input("Enter number of experiments to load: ")
df_list=[]
exp_list=[]
for i in range(int(totalexpts)):
    expt = input("Enter experiment number: ")
    i=int(expt)
    #query = 'SELECT * from trends WHERE `Experiment_ID` = %d;' % expt
    query = 'SELECT * from filttrends WHERE `Experiment_ID` = %d;' % i
    df_1 = pd.read_sql_query(query, conn)
    df_list.append(df_1)
    exp_list.append(i)
    i +=1
    
df_list = pd.concat(df_list)  
df = pd.DataFrame(df_list)
print ("Imported Expts.", exp_list, " at %s" % (now) )

#if you want to remove braket uncomment below
#print ("Imported Expts.", ", ".join( repr(e) for e in exp_list ), "at %s" % (now) )

Enter number of experiments to load: 8
Enter experiment number: 785
Enter experiment number: 776
Enter experiment number: 770
Enter experiment number: 753
Enter experiment number: 730
Enter experiment number: 720
Enter experiment number: 575
Enter experiment number: 571
Imported Expts. [785, 776, 770, 753, 730, 720, 575, 571]  at Thu Nov 17 10:18:58 2016

qgrid.nbinstall(overwrite=True)  # copies javascript dependencies to your /nbextensions folder
qgrid.set_defaults(remote_js=True)
qgrid.show_grid(df, grid_options={'forceFitColumns': False, 'defaultColumnWidth': 200})

module plots¶

Below, ranked module performance data.

#add new col -- expt + split
df1 = df
df1['Experiment_ID'] = df1['Experiment_ID'].astype(int)
df1['ExpSplit1'] = df1['Experiment_ID'].map(str) + ' - ' + df1['Split1'].map(str) 
df1['ExpSplit2'] = df1['Experiment_ID'].map(str) + ' - ' + df1['Split2'].map(str) 
df1['ExpSplit3'] = df1['Experiment_ID'].map(str) + ' - ' + df1['Split3'].map(str)
#df1.head(3)

#create module df
modsdf = df1[df1.Cell_Count > 19]

def mod_shunted(row):
    if row['Rsh_Ohm'] <=500.:
        return 1
    
modsdf.loc[:,'shunted'] = modsdf.apply(lambda row: mod_shunted(row), axis=1)

def mod_shunt(row):
    if row['Rsh'] <=50.:
        return 1
    
modsdf.loc[:,'shunt_count'] = modsdf.apply(lambda row: mod_shunt(row), axis=1)

#create nonshunted module df
nonshuntedmods = modsdf[modsdf.loc[:,'shunted'] != 1]

modsdflight = modsdf[~modsdf['Measurement'].str.contains('.*Dark.*', na = False)]
nonshuntedlight = nonshuntedmods[~nonshuntedmods['Measurement'].str.contains('.*Dark.*', na = False)]

#flatui1 = ["#3498db","#e74c3c", "#2ecc71", "#34495e", "#95a5a6", "#9b59b6", "#3498db", "#e74c3c",]
#sns.set_palette(flatui1)

#lp.mod_por_plots(modsdf, '%s' %expt)

#query = 'SELECT Split1, Split2, Split3 from fullexp WHERE `Experiment_ID` = %s;' % expt
#dfs = pd.read_sql_query(query, conn)
#dfs = df1[df['first_name'].notnull() & (df['nationality'] == "USA")]

dfs = df1[['ExpSplit1','ExpSplit2', 'ExpSplit3']]

splitexist = []
splitexist = (dfs.isnull().all())
splitdict = dict(splitexist)
splitdict

def removeit(l):
    d = dict(l)
    for i in d.copy():   #if not d[i] returns true (null) splits
        if d[i] == True:
            d.pop(i)
    return d

splitlist = removeit(splitexist)

modstrimmed =  modsdflight.groupby('Sample_ID', as_index=False).max()
nonshuntedtrimmed = nonshuntedlight.groupby('Sample_ID', as_index=False).max()

lp.rankedfiltered(splitlist, modstrimmed, '%s' %expt)

generating figure for ExpSplit2

<matplotlib.figure.Figure at 0x28735814828>

generating figure for ExpSplit3

generating figure for ExpSplit1

---------------------------------------------------------------------------
IndexError                                Traceback (most recent call last)
<ipython-input-8-08f25db8b0cb> in <module>()
----> 1 lp.rankedfiltered(splitlist, modstrimmed, '%s' %expt)

S:\jupyter\loaderplots.py in rankedfiltered(sl, df, expt)
    306 
    307         fg = sns.FacetGrid(ranked, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list})
--> 308         fg = (fg.map(plt.scatter, 'percentEff', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
    309         plt.xlim(10,18)
    310         plt.ylim(0,105)

c:\anaconda3\lib\site-packages\seaborn\axisgrid.py in map(self, func, *args, **kwargs)
    707             # Insert the other hue aesthetics if appropriate
    708             for kw, val_list in self.hue_kws.items():
--> 709                 kwargs[kw] = val_list[hue_k]
    710 
    711             # Insert a label in the keyword arguments for the legend

IndexError: list index out of range

lp.rankedfiltered(splitlist, nonshuntedtrimmed, '%s' %expt)

generating figure for ExpSplit2

<matplotlib.figure.Figure at 0x2873dc437b8>

generating figure for ExpSplit3

generating figure for ExpSplit1

lp.rankedfull(splitlist, modstrimmed, '%s' %expt)

lp.rankedfull(splitlist, nonshuntedtrimmed, '%s' %expt)

Module, Nonshunted module, or cell?  nsm
generating figure for ExpSplit2

<matplotlib.figure.Figure at 0x2873bff90f0>

generating figure for ExpSplit3

generating figure for ExpSplit1

allsplits = [] allsp = [] for v in splitlist:

#print(v)
for split in modsdflight['%s' %v].unique():
    allsplits.append(split)

for sp in (allsplits):
    #print(sp)
    allsp.append(sp)

allsplits = pd.concat(allsplits)¶

spdict = {k:v for k, v in zip(allsplits, range(0,len(allsplits)))}¶

spdict¶

spdict = {k:v for k, v in zip(range(0,len(allsp)+1), allsp)} spdict

allsplits = []

for split in modsdflight['%s' %v].unique(): allsplits.append(split) allsplits

splitchoice = input("Enter number of splits to load: ")¶

sp_choice_list=[]¶

s1 = int((input("Choose number associated with first item to compare from %s: " % test )))¶

lp.rankedfull(splitlist, modstrimmed, '%s' %expt)¶

def splitchooser(df, sl, expt): sns.set_context("talk") plt.figure(figsize=(5,10)) allsplits = []

#tit = input("Module, Nonshunted module, or cell?  ")
#sl = sorted(sl.items(), key=lambda x:x[1])
marker_list = ["^", "o", "s", "*", "D", "p", "h", "^", "o", "s", "*", "D", "p", "h", "^", "o", "s", "*", "D", "p", "h" , "^", "o", "s", "*", "D", "p", "h", "^", "o", "s", "*", "D", "p", "h", "^", "o", "s", "*", "D", "p", "h", "^", "o", "s", "*", "D", "p", "h" , "^", "o", "s", "*", "D", "p", "h"  ]
for value in sl:
    #print(value)
    for split in df['%s' %value].unique():
        #print(split)
        allsplits.append(split)
    for sp in enumerate(allsplits):
        print(sp)

splitchoice = input("Enter number of splits to load: ")
sp_choice_list=[]

for value in sl:
        print("generating figure for %s" %value)
        splitstrings = df['%s' %value]
        splitstrings = splitstrings[~splitstrings.isnull()]
        df_list = []

        #for split in splitstrings.unique():
        for split in df['%s' %value].unique():
            sorted_eff = df[df['%s' %value] == split].percentEff.sort_values(ascending=True)
            eff_rank = list(range(1,len(sorted_eff)+1))
            df_dict = {}
            df_dict['percentEff'] = sorted_eff
            df_dict['rank'] = eff_rank
            rank_to_cdf = [stats.percentileofscore(eff_rank, a, 'rank') for a in eff_rank]
            df_dict['Cum. Norm. Prob.'] = rank_to_cdf
            rank_df = pd.DataFrame(df_dict)
            rank_df['Sample_ID'] = df['Sample_ID']
            rank_df['%s' %value] = df['%s' %value]
            df_list.append(rank_df)
        ranked = pd.concat(df_list)

        fg = sns.FacetGrid(ranked, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list}) 
        fg = (fg.map(plt.scatter, 'percentEff', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
        plt.xlim(10,18)
        plt.ylim(0,105)
        plt.title("%s eff" %value)
        plt.minorticks_on()
        #plt.majorticks_on()
        plt.grid(b=True, which='both', color='0.65',linestyle='-') 
        #plt.legend(frameon=True, shadow=True, fancybox=True, loc="upper right", ncol=2)
        plt.show()
        #plt.subplot(221)
        #ranked.hist("percentEff")

splitchooser(modstrimmed, splitlist, '%s' %expt)

def rankedfiltered(sl, df, expt):
    sns.set_context("talk")
    plt.figure(figsize=(5,10))
    tit = input("Module, Nonshunted module, or cell?  ")
    #sl = sorted(sl.items(), key=lambda x:x[1])
    marker_list = ["^", "o", "s", "*", "D", "p", "h"]*40
    for value in sl:
        print("generating figure for %s" %value)
        splitstrings = df['%s' %value]
        splitstrings = splitstrings[~splitstrings.isnull()]
        df_list = []

        #for split in splitstrings.unique():
        for split in df['%s' %value].unique():
            sorted_eff = df[df['%s' %value] == split].percentEff.sort_values(ascending=True)
            eff_rank = list(range(1,len(sorted_eff)+1))
            df_dict = {}
            df_dict['percentEff'] = sorted_eff
            df_dict['rank'] = eff_rank
            rank_to_cdf = [stats.percentileofscore(eff_rank, a, 'rank') for a in eff_rank]
            df_dict['Cum. Norm. Prob.'] = rank_to_cdf
            rank_df = pd.DataFrame(df_dict)
            rank_df['Sample_ID'] = df['Sample_ID']
            rank_df['%s' %value] = df['%s' %value]
            df_list.append(rank_df)
        ranked = pd.concat(df_list)
        
        fg = sns.FacetGrid(ranked, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list}) 
        fg = (fg.map(plt.scatter, 'percentEff', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
        plt.xlim(10,18)
        plt.ylim(0,105)
        plt.title("%s eff by %s" %(value, tit))
        plt.minorticks_on()
        #plt.majorticks_on()
        plt.grid(b=True, which='both', color='0.65',linestyle='-') 
        #plt.legend(frameon=True, shadow=True, fancybox=True, loc="upper right", ncol=2)
        plt.show()
        #plt.subplot(221)
        #ranked.hist("percentEff")

        for split in df['%s' %value].unique():
            
            #sorted_eff = modstrimmed[modstrimmed['%s' %value] == split].percentEff.sort_values(ascending=True)
            sorted_ff = df[df['%s' %value] == split].percentFF.sort_values(ascending=True)
            #eff_rank = range(1,len(sorted_eff)+1)
            ff_rank = range(1,len(sorted_ff)+1)
            df_dict = {}
            #df_dict['percentEff'] = sorted_eff
            #df_dict['rank'] = eff_rank
            df_dict['percentFF'] = sorted_ff
            df_dict['rank'] = ff_rank
            rank_to_cdf = [stats.percentileofscore(ff_rank, a, 'rank') for a in ff_rank]
            df_dict['Cum. Norm. Prob.'] = rank_to_cdf
            #print(df_dict)
            rank_df = pd.DataFrame(df_dict)
            rank_df['Sample_ID'] = df['Sample_ID']
            rank_df['%s' %value] = df['%s' %value]
            df_list.append(rank_df)
        rankedff = pd.concat(df_list)
        #plt.subplot(211)
        fg = sns.FacetGrid(rankedff, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list}) 
        fg = (fg.map(plt.scatter, 'percentFF', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
        plt.xlim(60,80)
        plt.ylim(0,105)
        plt.title("%s FF by %s" %(value, tit))
        plt.minorticks_on()
        #plt.majorticks_on()
        plt.grid(b=True, which='both', color='0.65',linestyle='-') 
        #plt.legend(frameon=True, shadow=True, fancybox=True, loc="upper right", ncol=2)
    
        for split in df['%s' %value].unique():
                
            #sorted_eff = modstrimmed[modstrimmed['%s' %value] == split].percentEff.sort_values(ascending=True)
            sorted_j = df[df['%s' %value] == split].Jsc.sort_values(ascending=True)
            #eff_rank = range(1,len(sorted_eff)+1)
            j_rank = range(1,len(sorted_j)+1)
            df_dict = {}
            #df_dict['percentEff'] = sorted_eff
            #df_dict['rank'] = eff_rank
            df_dict['Jsc'] = sorted_j
            df_dict['rank'] = j_rank
            rank_to_cdf = [stats.percentileofscore(j_rank, a, 'rank') for a in j_rank]
            df_dict['Cum. Norm. Prob.'] = rank_to_cdf
            #print(df_dict)
            rank_df = pd.DataFrame(df_dict)
            rank_df['Sample_ID'] = df['Sample_ID']
            rank_df['%s' %value] = df['%s' %value]
            df_list.append(rank_df)
        rankedj = pd.concat(df_list)
        #plt.subplot(211)
        fg = sns.FacetGrid(rankedj, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list}) 
        fg = (fg.map(plt.scatter, 'Jsc', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
        plt.xlim(22,28)
        plt.ylim(0,105)
        plt.title("%s Jsc by %s" %(value, tit))
        plt.minorticks_on()
        #plt.majorticks_on()
        plt.grid(b=True, which='both', color='0.65',linestyle='-') 
        #plt.legend(frameon=True, shadow=True, fancybox=True, loc="upper right", ncol=2)
        
        for split in df['%s' %value].unique():
                
            #sorted_eff = modstrimmed[modstrimmed['%s' %value] == split].percentEff.sort_values(ascending=True)
            sorted_v = df[df['%s' %value] == split].Voc.sort_values(ascending=True)
            #eff_rank = range(1,len(sorted_eff)+1)
            v_rank = range(1,len(sorted_v)+1)
            df_dict = {}
            #df_dict['percentEff'] = sorted_eff
            #df_dict['rank'] = eff_rank
            df_dict['Voc'] = sorted_v
            df_dict['rank'] = v_rank
            rank_to_cdf = [stats.percentileofscore(v_rank, a, 'rank') for a in v_rank]
            df_dict['Cum. Norm. Prob.'] = rank_to_cdf
            #print(df_dict)
            rank_df = pd.DataFrame(df_dict)
            rank_df['Sample_ID'] = df['Sample_ID']
            rank_df['%s' %value] = df['%s' %value]
            df_list.append(rank_df)
        rankedv = pd.concat(df_list)
        #plt.subplot(211)
        fg = sns.FacetGrid(rankedv, hue='%s' %value, size=6, aspect=1.1, hue_kws={"marker": marker_list}) 
        fg = (fg.map(plt.scatter, 'Voc', 'Cum. Norm. Prob.', alpha=.8, s=80).add_legend(fancybox=True, shadow=True))
        plt.xlim(.6,.9)
        plt.ylim(0,105)
        plt.title("%s Voc by %s" %(value, tit))
        plt.minorticks_on()
        #plt.majorticks_on()
        plt.grid(b=True, which='both', color='0.65',linestyle='-') 
        #plt.legend(frameon=True, shadow=True, fancybox=True, loc="upper right", ncol=2)

here is just a simple chart showing shunted modules for POR vs EXP

#lp.shunts(splitlist, modstrimmed, '%s' %expt)

we can quickly output experimental stats

grouped = modsdflight.groupby('POR', as_index=True)

#exp is 0

modstats = pd.DataFrame(grouped.describe())
#modstats = modstats.set_index(['POR'])
#print("Expt %d module stats: " % expt)
#modstats = modstats.drop('trends_index', axis=1)
modstats = modstats.drop('Experiment_ID', axis=1)
modstats = modstats.drop('Cell_Area_mm2', axis=1)
modstats = modstats.drop('Cell_Count', axis=1)
modstats = modstats.drop('Cell_no', axis=1)
modstats
#qgrid.show_grid(modstats, grid_options={'forceFitColumns': False, 'defaultColumnWidth': 200})

performance by CdTe tool¶

plt.figure(figsize=(16,10))
ax = sns.stripplot(x="CdTe Tool", y="percentEff", data=modstrimmed, hue= "ExpSplit1", jitter=True)
sns.violinplot(x="CdTe Tool", y="percentEff", data=modstrimmed, inner=None, color=".8", ax=ax)
#plt.legend(loc="upper right", frameon=True, fontsize=11, ncol=4)
plt.ylim(10,18)
plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, fontsize=10, ncol=3);

# lp.bycdtetool(splitlist, modstrimmed, '%s' %expt)

eff by split across expts¶

modstrimmed['ExpSplit1'].unique()

array(['575 - Cu oven annealing left', '575 - Cu oven annealing right',
       '575 - ZnTe:Cu 6% 200W 1min 200C',
       '575 - ZnTe:Cu 6% 200W 1min 220C', '720 - band grading',
       '720 - POR Cu', '720 - ZnTe 50nm (5mm/s) 3mT 1kW',
       '720 - ZnTe 25nm (10mm/s) 3mT 1kW', '730 - 950+50 dummy',
       '730 - 400+50+550', '730 - 600+50+350', '730 - 1000',
       '730 - 950+50', '730 - T1, 425C Cl treatment', '730 - T1, Cu spray',
       '730 - T3, first MoN at 15 mm/s (POR), CdTe anneal in Cl anneal oven',
       '730 - T1, KI > Cu spray', '730 - T1, Cu spray > ZnTe',
       '730 - T3, first MoN at 22.5 mm/s',
       '730 - T1, Cu spray > KI > ZnTe',
       '730 - T3, first MoN at 15 mm/s (POR)',
       '730 - T3, first MoN at 3.75 mm/s', '753 - T1, Denton 84nm CdS',
       '753 - T3, 400C CdTe anneal, POR Cu process',
       '753 - T3, 400C CdTe anneal, ZnTe',
       '753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe',
       '753 - T3, 350C CdTe anneal, POR Cu process',
       '753 - T1, Sencera 55nm CdSO 8%', '753 - T1, Sencera 62nm CdSO 8%',
       '753 - T1, Sencera 70nm CdSO 8%',
       '770 - T3, T12D, CdS:O 3% 10 nm/60 nm CdS',
       '770 - T3, T12D, CdS:O 3% 10 nm/60 nm CdSe',
       '770 - T1, T12D, CdSe:O 3% 10 nm/60 nm CdSe',
       '770 - T3, POR CdS with CdS RTP', '770 - T1, POR Cu process',
       '770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s',
       '770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s',
       '770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s',
       '770 - T3, 30 nm CdS/60 nm CdSe, no RTP',
       '770 - T3, 30 nm CdS/50 nm CdSe, no RTP',
       '770 - T3, 30 nm CdS/40 nm CdSe, no RTP',
       '776 - T3, CdS before target clean, with MoN cap',
       '776 - T3, CdS before target clean, no MoN cap',
       '776 - T1, POR Cu process',
       '776 - T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > DAE, UV at 10mm/s',
       '776 - T3, CdS after target clean, with MoN cap',
       '776 - T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > DAE, UV at 10mm/s',
       '776 - T3, CdS after target clean, no MoN cap',
       '776 - T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > DAE, UV at 10mm/s',
       '785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR metal anneal',
       '785 - T3, ZnTe:Cu 30mm/s,  POR metal anneal',
       '785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal',
       '785 - T3, ZnTe:Cu 30mm/s,  210C  big tool metal anneal',
       '785 - T1, 2.2±0.2 um, CuCl (POR)', '785 - T1, 1.6±0.2 um, CuCl',
       '785 - T1, 1.6±0.2 um, ZnTe:Cu', '785 - T1, 2.2±0.2 um, ZnTe:Cu'], dtype=object)

modstrimmed.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
plt.xticks(rotation=90)

(array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,
        18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34,
        35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,
        52, 53, 54, 55, 56, 57]), <a list of 57 Text xticklabel objects>)

modstrimmed['ExpSplit1'].unique()

cdsmods = modstrimmed[modstrimmed['ExpSplit1'].str.contains("POR|ZnTe|Cu", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*CTO.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*tool.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*Mo.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*full.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*double.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*auto contact.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*band.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*glass.*', na = False)]
cdsmods = cdsmods[~cdsmods['ExpSplit1'].str.contains('.*CdS.*', na = False)]

cdssplits = [x for x in enumerate(cdsmods['ExpSplit1'].unique())]
colors = []
for i in cdsmods['ExpSplit1'].unique():
    print (i)
    if 'ZnTe' in i:
        colors.append('red')
    else:
        colors.append('black')
        
colors = dict(enumerate(colors))
colors

575 - Cu oven annealing left
575 - Cu oven annealing right
575 - ZnTe:Cu 6% 200W 1min 200C
575 - ZnTe:Cu 6% 200W 1min 220C
720 - POR Cu
720 - ZnTe 50nm (5mm/s) 3mT 1kW
720 - ZnTe 25nm (10mm/s) 3mT 1kW
730 - T1, Cu spray
730 - T1, KI > Cu spray
730 - T1, Cu spray > ZnTe
730 - T1, Cu spray > KI > ZnTe
753 - T3, 400C CdTe anneal, POR Cu process
753 - T3, 400C CdTe anneal, ZnTe
753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe
753 - T3, 350C CdTe anneal, POR Cu process
770 - T1, POR Cu process
770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s
770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s
770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s
776 - T1, POR Cu process
776 - T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > DAE, UV at 10mm/s
776 - T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > DAE, UV at 10mm/s
776 - T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > DAE, UV at 10mm/s
785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR metal anneal
785 - T3, ZnTe:Cu 30mm/s,  POR metal anneal
785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal
785 - T1, 2.2±0.2 um, CuCl (POR)
785 - T1, 1.6±0.2 um, CuCl
785 - T1, 1.6±0.2 um, ZnTe:Cu
785 - T1, 2.2±0.2 um, ZnTe:Cu

{0: 'black',
 1: 'black',
 2: 'red',
 3: 'red',
 4: 'black',
 5: 'red',
 6: 'red',
 7: 'black',
 8: 'black',
 9: 'red',
 10: 'red',
 11: 'black',
 12: 'red',
 13: 'red',
 14: 'black',
 15: 'black',
 16: 'red',
 17: 'red',
 18: 'red',
 19: 'black',
 20: 'red',
 21: 'red',
 22: 'red',
 23: 'red',
 24: 'red',
 25: 'red',
 26: 'black',
 27: 'black',
 28: 'red',
 29: 'red'}

fig, ax = plt.subplots()
p = cdsmods.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
ax.set_xticklabels(list("abc"))

[t.set_color(i) for (i,t) in
 zip(['red','green','blue'],ax.xaxis.get_ticklabels())]

plt.show()

sns.set(style='whitegrid')
cdsmods.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))

plt.ylim(8, 16)
plt.yticks(fontsize=16)
plt.title("ZnTe expts")
plt.xticks(rotation=90, fontsize=16, color = 'b')
 
#for i in xticks: print (i)

(array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,
        18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30]),
 <a list of 30 Text xticklabel objects>)

cdsmods2 = modstrimmed[modstrimmed['ExpSplit1'].str.contains("ZnTe", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'
cdsmods2.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
sns.set(style='whitegrid')
plt.ylim(5, 16)
plt.yticks(fontsize=16)
plt.title("ZnTe only")
plt.xticks(rotation=90, fontsize=16)
ax.xaxis.label.set_color('red')

gb = cdsmods2.groupby('ExpSplit1', as_index=False)
gb.head()

medcdsmods2 = cdsmods2.groupby(['ExpSplit1', 'CdTe Tool'], as_index=False).median()
medcdsmods2.head()
#medcdsmods2.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))


plt.figure(figsize=(16,6))
sns.set(style='ticks')
sns.set_palette('brg', 3)
sns.set_context(rc={'lines.markeredgewidth': 0.1})
sns.set_context(rc={'lines.markerfacecolor': 'none'})

sns.swarmplot(x="ExpSplit1", y="percentEff", data=medcdsmods2, marker="o", hue = 'CdTe Tool', facecolor='None', s=7 )
plt.tick_params(axis='x')
plt.xticks(rotation=90, fontsize= 14)
plt.yticks(fontsize= 14)
plt.ylim(4,16)
#plt.yscale('log')
#bbox_to_anchor=(0., 1.02, 1., .102), loc=3
plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, shadow=True, fancybox=True, ncol=3, fontsize=11);

medcdsmods = cdsmods.groupby(['ExpSplit1', 'CdTe Tool'], as_index=False).median()
#medcdsmods2.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))


plt.figure(figsize=(16,6))
sns.set(style='ticks')
sns.set_palette('rainbow')
sns.set_context(rc={'lines.markeredgewidth': 0.1})
sns.set_context(rc={'lines.markerfacecolor': 'none'})
markers=["o", "x"]

sns.swarmplot(x="ExpSplit1", y="percentEff", data=medcdsmods, marker="s", s=5, edgecolor='black', facecolor='none', linewidth=0.1 )
plt.tick_params(axis='x')
plt.xticks(rotation=90, fontsize= 14)
plt.yticks(fontsize= 14)
plt.ylim(0,17)
#plt.yscale('log')
#bbox_to_anchor=(0., 1.02, 1., .102), loc=3
plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, shadow=True, fancybox=True, ncol=4, fontsize=14);

c:\anaconda3\lib\site-packages\matplotlib\axes\_axes.py:519: UserWarning: No labelled objects found. Use label='...' kwarg on individual plots.
  warnings.warn("No labelled objects found. "

list(medcdsmods2['ExpSplit1'])

sns.stripplot(x="ExpSplit1", y="percentEff", data=medcdsmods2, marker="o", size = 15)

<matplotlib.axes._subplots.AxesSubplot at 0x28741741518>

performance vs deposition order¶

Input "ExpSplit1" if you want to see expt numbers

lp.bydepplots(cdsmods)

This returns Eff, FF, Voc, Jsc, Rs and Rsh by CdTe deposition time. You can also choose 1 other variable to consider -- POR, CdTe Tool, CdS Tool, Split1, etc. Enter that variable here:  ExpSplit1

plt.figure(figsize=(16,6))
sns.set_palette('Spectral')
sns.swarmplot(x="CdTe Process Start", y="percentEff", data=cdsmods, hue="ExpSplit1")
plt.tick_params(axis='x', labelbottom='off')
plt.xticks(rotation=90)
plt.ylim(10,17)
#plt.yscale('log')
#bbox_to_anchor=(0., 1.02, 1., .102), loc=3
plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, shadow=True, fancybox=True, ncol=3, fontsize=11);

#lp.jointplots(modsdf, '%s' %expt)

cell plots¶

# create cells df

cellsdf = df[df.Cell_Count == 1]

def cell_shunted(row):
    if row['Rsh_Ohm'] <=500.:
        return 1
    
cellsdf['shunted'] = cellsdf.apply(lambda row: cell_shunted(row), axis=1)

def cell_shunt(row):
    if row['Rsh'] <=50.:
        return 1
    
cellsdf['shunt_count'] = cellsdf.apply(lambda row: cell_shunt(row), axis=1)

nscells = cellsdf[cellsdf.loc[:,'shunted'] != 1]

cellsdflight = cellsdf[~cellsdf['Measurement'].str.contains('.*Dark.*', na = False)]
nscellslight = nscells[~nscells['Measurement'].str.contains('.*Dark.*', na = False)]

cellgroup = cellsdflight.groupby('POR', as_index=False)
#nscellgroup = nscellslight.groupby('POR', as_index=False)

cellstrimmed =  cellsdflight.groupby(['Sample_ID','Cell_no'], as_index=False).max()
nscellstrimmed = nscellslight.groupby(['Sample_ID','Cell_no'], as_index=False).max()
#lp.rankedfiltered(splitlist, cellstrimmed, '%s' %expt)

c:\anaconda3\lib\site-packages\ipykernel\__main__.py:9: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
c:\anaconda3\lib\site-packages\ipykernel\__main__.py:15: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy

cdscells2 = cellstrimmed[cellstrimmed['ExpSplit1'].str.contains("POR|ZnTe|Cu", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*CTO.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*tool.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*Mo.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*full.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*double.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*auto contact.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*band.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*glass.*', na = False)]
cdscells2 = cdscells2[~cdscells2['ExpSplit1'].str.contains('.*CdS.*', na = False)]

cdscells = cellstrimmed[cellstrimmed['ExpSplit1'].str.contains("ZnTe", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'

cdscells = cdscells[~cdscells['ExpSplit1'].str.contains('.*T3.*', na = False)]
cdscells = cdscells[~cdscells['ExpSplit1'].str.contains('.*TEC.*', na = False)]
cdscells.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
plt.ylim(0, 17)
plt.title("cells")
plt.xticks(rotation=90)

(array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14]),
 <a list of 14 Text xticklabel objects>)

#uncomment for unfiltered full results -- not very helpful for large aggregate sets
#lp.rankedfull(splitlist, cellstrimmed, '%s' %expt)

pylab.rcParams['figure.figsize'] = (15, 25)
sns.set(style='whitegrid')
sns.set_context("talk")

b = sns.boxplot('ExpSplit1', 'percentEff', hue='CdS Tool', data=modstrimmed, notch=False,)
plt.xticks(rotation=90)

(array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,
        17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33,
        34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50,
        51, 52, 53, 54, 55, 56]), <a list of 57 Text xticklabel objects>)

module data¶

qgrid.show_grid(modstrimmed, grid_options={'forceFitColumns': False, 'defaultColumnWidth': 200})

cell data¶

qgrid.show_grid(cellstrimmed, grid_options={'forceFitColumns': False, 'defaultColumnWidth': 200})

#not useful for many experiments
#lp.expbycell(cellsdf, '%s' %expt)
#fg = sns.FacetGrid(cellsdf, hue='Sample ID', size= 10, aspect=2.,legend_out=True)#, hue_kws=dict(marker=["^", "v"]))
#plt.legend(loc="upper left",ncol=14, frameon=True, fancybox=True, shadow=True, fontsize=12)

Extras¶

Supplementary modules:

(1) T-test module: takes user input (POR, Splits, CdTe tool, etc)
(2) ANOVA
(3) scatter matrix trends

(1) module t-testing¶

(1) input t-testing parameter when asked
(2) returns all permutations, sorted by significance
* typically uses modsdflight, but could use modstrimmed (may have higher errors)

#the following function returns all ttests within a variable (ie Splits in Split 1, POR vs EXP, CDTE 1 vs 2)
#if instead you prefer to choose which samples to test, use: lp.ttestbychoice(df)
#df of choice is modsflight
lp.ttestall(modsdflight)

lp.ttestall(nonshuntedlight)

(2) ANOVA¶

from scipy import stats

f_val, p_val = stats.f_oneway(treatment1, treatment2, treatment3)

print "One-way ANOVA P =", p_val

from scipy import stats

def owanovabychoice(df):

    #from scipy.stats import ttest_ind, ttest_rel, rankdata

    test = (input("Enter t-test grouping parameter: ExpSplit1, ExpSplit2, ExpSplit3, CdTe Tool, POR, CdS Tool, etc: \n"))

        #testdf = modsdflight.groupby('%s' % test).mean()
        #for item in enumerate(list(testdf.columns.values)):
        #    print item
        #testdf

    data = []
    testlist = modsdflight['%s' % test].unique() 
    porlist = []
    
    for item in enumerate(porlist):
        print(item)
    testlist = df['%s' % test].unique() 
        #for string in testlist:
        #testdf = modsdflight[modsdflight['Split1']=='ZnTe:Cu 6% 240C']#.groupby('%s' % test, as_index=False).mean()
        #    data.append(modsdflight[modsdflight['%s' % test]==string]) 
        #    print(string)

#this gives options to choose, also pops porlist    
    for item, value in enumerate(testlist):
        print ("%s" %test, "=", item)
    
        if "POR" in value:
        #print(value)
            porlist.append(value)
            
#pops por cats for ANOVAall            
    cat = {}
    for i in range(len(porlist)):
        cat[i] = modsdflight[modsdflight['%s' % test]==porlist[i]]
        #print(i, porlist[i])
        i +=1
            
    porf_val, porp_val= stats.f_oneway(cat1['percentEff'], cat2['percentEff'], cat3['percentEff'])
    print ("CONTROLLA: One-way ANOVA P =", porp_val)
    if porp_val < 0.05:
        print("significantly different. not a valid comparison.")
    else:
        print("not significantly different. compare away!")

    data = pd.DataFrame(data)

    s1 = int((input("Choose number associated with first item to compare from %s: " % test ))) #enumerated argument above
    s2 = int((input("Choose number associated with second item to compare from %s: " % test ))) #enumerated argument above
    s3 = int((input("Choose number associated with second item to compare from %s: " % test ))) #enumerated argument above

    cat1var = testlist[s1]
    cat2var = testlist[s2]
    cat3var = testlist[s3]
    cat1 = df[df['%s' % test]==testlist[s1]]
    cat2 = df[df['%s' % test]==testlist[s2]]
    cat3 = df[df['%s' % test]==testlist[s3]]

    
    f_val, p_val = stats.f_oneway(cat1['percentEff'], cat2['percentEff'], cat3['percentEff'])
    print("\n")

    #print("Result of T-test between %s and %s: \n %s" %(cat1var, cat2var, tres))
    print ("One-way ANOVA P =", p_val)
    if p_val < 0.05:
        print("one of these things is not like the other.")
    else:
        print("not significantly different. compare away!")

#1-check POR legitimacy
#2- then anova
owanovabychoice(modsdflight)

testlist = modsdflight['%s' % test].unique() 
porlist = []
for item, value in enumerate(testlist):
   #print ("%s" %test, "=", item)
    #print(item)
    
    if "POR" in value:
        #print(value)
        #porlist.append(item)
        porlist.append(value)

len(porlist)

cat = {}
for i in range(len(porlist)):
    cat[i] = modsdflight[modsdflight['%s' % test]==porlist[i]]
    #print(i, porlist[i])
    
   
#porf_val, porp_val= stats.f_oneway(cat1['percentEff'], cat2['percentEff'], cat3['percentEff'])

for item, value in enumerate(testlist):
   #print ("%s" %test, "=", item)
    print(item)
    print(value)

    
for x in range(testlist):
    cat1var = testlist['%d' %x]
    print(cat1var)

def jointplots(df):
    g = sns.jointplot(x="percentFF", y="percentEff", data=df, kind="kde", ylim=(5,18))
    g.plot_joint(plt.scatter, c="w", s=30, linewidth=1, marker="+")
    g.ax_joint.collections[0].set_alpha(0)
    g.set_axis_labels("FF [$\%$]", "$\eta$ [$\%$]");

    g1 = sns.jointplot(x="Voc", y="percentEff", data=df, kind="kde", color="g", ylim=(5,18) )
    g1.plot_joint(plt.scatter, c="w", s=30, linewidth=1, marker="+")
    g1.ax_joint.collections[0].set_alpha(0)
    g1.set_axis_labels("module $V_{oc}$", "$\eta$ [$\%$]");

    g2 = sns.jointplot(x="Jsc", y="percentEff", data=df, kind="kde", color="r", ylim=(5,18) )
    g2.plot_joint(plt.scatter, c="w", s=30, linewidth=1, marker="+")
    g2.ax_joint.collections[0].set_alpha(0)
    g2.set_axis_labels("module $J_{sc}$", "$\eta$ [$\%$]");

    g3 = sns.jointplot(x="Rs", y="percentEff", data=df, kind="kde", color="y", ylim=(5,18))
    g3.plot_joint(plt.scatter, c="w", s=30, linewidth=1, marker="+")
    g3.ax_joint.collections[0].set_alpha(0)
    g3.set_axis_labels("module $R_{s}$", "$\eta$ [$\%$]");

    g3 = sns.jointplot(x="Rsh", y="percentEff", data=df, kind="kde", color="m", ylim=(5,18), )
    g3.plot_joint(plt.scatter, c="w", s=30, linewidth=1, marker="+")
    g3.ax_joint.collections[0].set_alpha(0)
    g3.set_axis_labels("module $R_{sh}$", "$\eta$ [$\%$]");
    ax = g3.ax_joint
    ax.set_xscale('log')
    #ax.set_yscale('log')
    g3.ax_marg_x.set_xscale('log')

jointplots(cdstrim_median)

h = sns.jointplot("Jsc", "percentEff", data=cdstrim_median, kind="reg", color="b")
#reg, scatter, resid, kde, hex
plt.ylim(2,20)

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-45-025e4598b265> in <module>()
----> 1 h = sns.jointplot("Jsc", "percentEff", data=cdstrim_median, kind="reg", color="b")
      2 #reg, scatter, resid, kde, hex
      3 plt.ylim(2,20)

NameError: name 'cdstrim_median' is not defined

plt.figure(figsize=(10,5))
ax = sns.stripplot(x="ExpSplit1", y="Jsc", data=cdsmods, hue= "CdS Tool", jitter=True, size=5)
plt.ylim(22,30)
plt.xticks(rotation=90)
#plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, fontsize=12, ncol=4);
plt.legend(loc="upper left", mode="expand",frameon=True, fontsize=12, ncol=4);

list(cdstrim_median.columns.values)

(3) Trends from chosen experiments¶

flatui = ["#3498db", "#e74c3c", "#2ecc71", "#95a5a6", "#34495e", "#9b59b6"]
sns.set(style='ticks')
sns.set_palette(flatui)
sns.set_context("poster")


lp.portrends(modstrimmed)

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-119-c7e31f023877> in <module>()
      5 
      6 
----> 7 lp.portrends(modstrimmed)

S:\jupyter\loaderplots.py in portrends(df)
   1053     fg = sns.FacetGrid(df, hue='POR', size= 9, aspect=2.3)#, hue_kws=dict(marker=["^", "v"]))
   1054     fg.map(plt.scatter, 'Experiment_ID', 'percentEff', alpha=.7,)
-> 1055     plt.xlim(x_low, x_high)
   1056     plt.ylim(12, 17)
   1057     plt.axhline(15.5, color='k', linestyle='--')

NameError: name 'x_low' is not defined

print("mods")
lp.boxbysplit(modstrimmed)

mods

cdsmods = modstrimmed[modstrimmed['ExpSplit1'].str.contains("T1|CdS", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'
#modsdf[~modsdf['Measurement'].str.contains('.*Dark.*', na = False)]
cdsmods.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
plt.ylim(10, 16)
plt.title("Module")
plt.xticks(rotation=90)

#cdseffmax =  cdsmods.groupby('ExpSplit1', as_index=False)[['percentEff', '']].max()
cdstrimmed =  cdsmods.groupby('ExpSplit1', as_index=False).max()
cdstrim_median = cdsmods.groupby('ExpSplit1', as_index=False).median()
cdstrim_median.head()

plt.figure(figsize=(16,10))
#sns.set_palette('flatui')
sns.set(style="ticks", color_codes=True)
sns.set_context("talk")
ax = sns.stripplot(x="ExpSplit1", y="percentEff", data=cdsmods, hue= "CdS Tool", jitter=True, alpha=.6, size=8)
sns.set_palette('cubehelix', 3)
sns.boxplot(x="ExpSplit1", y="percentEff", hue= "CdTe Tool", width=1.3, data=cdsmods, ax=ax)
#cdsmods.boxplot(['percentEff'], by='ExpSplit1', sym='r+', ax=ax)
#plt.legend(loc="upper right", frameon=True, fontsize=11, ncol=4)
plt.ylim(5,18)
plt.xticks(rotation=90)
plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, fontsize=14, ncol=3);

cdsmods = modstrimmed[modstrimmed['ExpSplit1'].str.contains("T1|CdS", na = False)]
#"T1|CdS|POR" regex
#'.*CdS.*'
#modsdf[~modsdf['Measurement'].str.contains('.*Dark.*', na = False)]
cdsmods.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
plt.ylim(10, 16)
plt.title("Module")
plt.xticks(rotation=80)

sns.set_palette("gnuplot2", 3)
sns.set_context("notebook")
plt.figure(figsize=(16,8))
ax1= sns.stripplot(x="ExpSplit1", y="percentEff", data=cdscells2, hue= "CdS Tool", size=8,alpha=.4)#, jitter=True)
#sns.stripplot(x="ExpSplit1", y="percentEff", data=cdscells2, hue= "CdS Tool", size=8,alpha=.75, ax=ax1)#, jitter=True)
#ax1 = sns.stripplot(x="Experiment_ID", y="percentEff", data=trendsdf, hue= "CdTe Tool", jitter=True)
sns.set_palette('Set2')
ax1= sns.boxplot(x="ExpSplit1", y="percentEff", data=cdsmods, hue='CdTe Tool', width = 1.1, ax=ax1)
plt.ylim(0, 18)
#plt.xlim(730, )
plt.tight_layout()
plt.legend(loc="upper left", frameon=True, fontsize=12, ncol=6)
plt.xticks(rotation=90, fontsize=14)
plt.yticks(rotation=90, fontsize=14)

(array([  0.,   2.,   4.,   6.,   8.,  10.,  12.,  14.,  16.,  18.]),
 <a list of 10 Text yticklabel objects>)

sns.set_palette("gist_ncar")
sns.set_context("notebook")
plt.figure(figsize=(16,8))
ax1= sns.stripplot(x="ExpSplit1", y="percentEff", data=cdsmods, hue= "CdS Tool", size=8,alpha=.75)#, jitter=True)
#ax1 = sns.stripplot(x="Experiment_ID", y="percentEff", data=trendsdf, hue= "CdTe Tool", jitter=True)
sns.set_palette('Set2')
sns.boxplot(x="ExpSplit1", y="percentEff", data=cdsmods, hue='CdTe Tool', width = 1, ax=ax1)
plt.ylim(6, 16)
#plt.xlim(730, )
plt.tight_layout()
plt.legend(loc="upper left", frameon=True, fontsize=12, ncol=6)
plt.xticks(rotation=90, fontsize=14)
plt.yticks(rotation=90, fontsize=14)

(array([  6.,   8.,  10.,  12.,  14.,  16.]),
 <a list of 6 Text yticklabel objects>)

g = sns.jointplot("percentFF", "percentEff", data=cdstrim_median, kind="reg")
h = sns.jointplot("Voc", "percentEff", data=cdstrim_median, kind="reg")
k = sns.jointplot("Voc", "percentFF", data=cdstrim_median, kind="reg")

c:\anaconda3\lib\site-packages\statsmodels\nonparametric\kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j

cdscells['plotVoc'] = 100*(cdscells['Voc'])
cdscells['plotFF'] = (cdscells['percentFF'])/100
cdsmods['plotFF'] = (cdsmods['percentFF'])/100

sns.set_context("paper")
sns.set_palette('brg', 3)
plt.figure(figsize=(18,10))
ax1= sns.stripplot(x="ExpSplit1", y="percentFF", data=cdscells, hue= "CdS Tool", size=6, alpha=.3, jitter=True, marker = 'o')
#ax1 = sns.stripplot(x="Experiment_ID", y="percentEff", data=trendsdf, hue= "CdTe Tool", jitter=True)
plt.ylim(50, 100)
plt.yticks(fontsize=14)
plt.xticks(rotation=90, fontsize=14)
ax2 = ax1.twinx()
sns.set_palette("gist_ncar")
sns.boxplot(x="ExpSplit1", y="Voc", data=cdsmods, hue='CdTe Tool', width = 1., ax=ax2)
plt.xticks(rotation=90, fontsize=14)
sns.set_palette("gist_ncar")
sns.boxplot(x="ExpSplit1", y="percentFF", data=cdsmods, hue='CdTe Tool', width = 1., ax=ax1)
ax1.legend_.remove()
plt.xticks(rotation=90, fontsize=14)
sns.set_palette('hsv', 4)
sns.stripplot(x="ExpSplit1", y="Voc", data=cdscells, hue= "CdS Tool", size=6, alpha=.55, jitter=True, marker = "v", ax=ax2)
plt.ylim(.4, .9)
#plt.xlim(730, )
#plt.legend(bbox_to_anchor=(0, 1.02, 1, .102), loc=3, mode="expand",frameon=True, fontsize=14, ncol=8);
plt.legend(loc='upper left', fontsize=14, ncol=8, frameon=True, mode="expand")
plt.xticks(rotation=90, fontsize=14)
plt.yticks(fontsize=14)

(array([ 0.4,  0.5,  0.6,  0.7,  0.8,  0.9]),
 <a list of 6 Text yticklabel objects>)

import seaborn as sns
modstrimmed.boxplot(['percentEff'], by='ExpSplit1', sym='r+', figsize=(18, 10))
plt.ylim(6, 16)
plt.title("Module")
plt.xticks(rotation=90)

(array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,
        18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34,
        35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,
        52, 53, 54, 55, 56, 57]), <a list of 57 Text xticklabel objects>)

cellstrimmed.boxplot(['percentEff'], by='ExpSplit1', sym='r+', vert=1, figsize=(10, 8))
plt.ylim(12, 17)
plt.title("Cells")
plt.xticks(rotation=90)

(array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,
        18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34,
        35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51,
        52, 53, 54, 55, 56, 57]), <a list of 57 Text xticklabel objects>)

  
lp.boxbysplit(cellstrimmed)
print("cells")

cells

query = 'SELECT * FROM sencera;'


sencera = pd.read_sql_query(query, conn)

list(sencera.columns.values)

send1 = sen[sen['Position'].str.contains("D1|D4", na = False)]
plt.figure(figsize=(10,5))
send1.plot(kind='scatter', x='Run', y='Rsh', by='Position')
plt.ylim(0,1)
plt.xlim(1000,2000)

sns.set(style='ticks')
fg = sns.FacetGrid(send1, hue='Position', size= 7, aspect=1.6)#, hue_kws=dict(marker=["^", "v"]))
fg.map(plt.scatter, 'Date_tm', 'Rsh', alpha=.7,)
#plt.xlim(1000,2000)
plt.xlim([datetime.date(2016, 1, 1), datetime.date(2016, 11, 25)])
plt.ylim(0, 0.3)
plt.legend()

sns.set(style='ticks')
fg = sns.FacetGrid(send1, hue='Position', size= 7, aspect=1.6)#, hue_kws=dict(marker=["^", "v"]))
fg.map(plt.scatter, 'Date_tm', 'Total Thickness nm', alpha=.7,)
#plt.xlim(1000,2000)
plt.xlim([datetime.date(2016, 1, 1), datetime.date(2016, 11, 25)])
plt.ylim(200, 500)
plt.legend()

sns.set(style='ticks')
fg = sns.FacetGrid(send1, hue='Position', size= 7, aspect=1.6)#, hue_kws=dict(marker=["^", "v"]))
fg.map(plt.scatter, 'Date_tm', 'Total Thickness nm', alpha=.7,)
#plt.xlim(1000,2000)
plt.xlim([datetime.date(2016, 8, 1), datetime.date(2016, 8, 19)])
plt.ylim(200, 500)
plt.legend()

send1.groupby(['Position'], as_index=False).med()

	Sample_ID	filttrends_index	Sample ID	Experiment_ID	Description	Date (IVT measure)	Split1	Split2	Split3	Comments	POR	Experiment ID	Pallet Number	Full panel Glass Cut Operator	Strip Glass Cut Operator	Glass Check Operator	Clean Process Start	Clean Operator	Substrate Type	Clean Process ID	Clean POR	Clean Comment	CdS Process Start	CdS Operator	CdS Tool	Target Material	Target Date	Recipe ID	Deposition Time (sec)/No of pass	CdS Sputter Slot	CdS POR	CdS Thickness (nm)	CdS Comment	CdS Anneal Process Start	CdS Anneal Operator	CdS Anneal Tool	CdS Anneal Recipe	CdS Anneal POR	CdS Anneal Comment	CdTe Process Start	CdTe Operator	CdTe Tool	CdTe Recipe	CdTe Solution ID	CdTe Total Charge C	CdTe Thickness in Angstroms	CdTe POR	CdTe Comment	CdTe Anneal Process Start	CdTe Anneal Operator	CdTe Anneal Tool	CdTe Anneal Recipe	CdTe Anneal POR	CdTe Anneal Comment	CdCl2 Process Start	CdCl2 Operator	CdCl2 Anneal Tool	CdCl2 Solution ID	CdCl2 Recipe	CdCl2 POR	CdCl2 Comment	Etch Process Start	Etch Operator	Etch Recipe	DAE Solution Date	KI Solution Date	Etch POR	Etch Comment	Cu Process Start	Cu Operator	Cu Spray Tool	Cu Anneal Tool	Cu Recipe	Cu Solution ID	Cu POR	Cu Comment	ZnTe Process Start	ZnTe Operator	ZnTe Tool	ZnTe recipe	ZnTe POR	ZnTe position	ZnTe Comment	P1 Process Start	P1 Operator	P1 Tool	P1 recipe	P1 POR	P1 Comment	Photo Process Start	Photo Operator	Photo Tool	Photo Anneal Oven	Exposure Tool	Photo Recipe	Photoresist Batch Date	Developer Solution Date	Photo POR	Photo Comment	P2 Process Start	P2 Operator	P2 Tool	P2 recipe	P2 POR	P2 Position	P2 Comment	Sputter Process Start	Sputter Operator	Sputter Tool	Sputter Recipe ID	Sputter POR	Sputter Slot	Sputter Comment	ARC Recipe	ARC Operator	ARC POR	ARC Comment	Metal Anneal Process Start	Metal Anneal Operator	Metal Anneal Tool	Metal Anneal Temp	Metal Anneal Recipe	Metal Anneal POR	Metal Anneal Comment	P3 Process Start	P3 Operator	P3 Tool	P3 recipe	P3 POR	P3 Comment	Edge Delete Process Start	Edge Delete Operator	Edge Delete Tool	EdgeDelete recipe	Edge Delete POR	Edge Delete Comment	Additional Process Name	Additional Process Start	Additional Process Operator	Additional Process Tool	Additional Process Notes	Additional Process Comments	Cell_no	Cell_Count	Measurement	Current_Step	Date_tm	Comment	User	Cell_Area_mm2	Temp_C	Pmp_mW	Efficiency	FillFactor	Voc_V	Isc_mA	Vmp_V	n	Iph_mA	Rs_Ohm	Rsh_Ohm	Roc_Ohm	Rsc_Ohm	R_squared	Pmp_fit_ratio	percentEff	percentFF	Voc	Jsc	Rs	Rsh	ExpSplit1	ExpSplit2	ExpSplit3	shunted	shunt_count
2	47L2G	3311.0	47L2G	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 200C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 07:06:00	AH	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	220	NaN	Y	59.0	NaN	2016-01-07 07:37:00	JS	RTP	CdS_RTP_01	Y	NaN	2016-01-07 08:27:00	BW	90 pin	NaN	47	1000	21018.0	Y	NaN	2016-01-07 15:00:00	JV	1	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 10:02:00	NP	DENTON	200W, 60s, 10mT, 200C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	B5	NaN	NaN	NaN	NaN	NaN	2016-01-11 09:25:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:52:00	NaN	DG	565.0	30.410891	1377.783447	0.110843	0.596199	16.447100	142.876114	11.954435	NaN	NaN	18.481508	3.817641e+03	2.979087e+01	2.491756e+03	NaN	NaN	11.0843	59.6199	0.747595	25.287808	1.354130	113.261651	575 - ZnTe:Cu 6% 200W 1min 200C	575 - None	575 - None	NaN	NaN
3	47L3A	3359.0	47L3A	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 220C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 07:23:00	JS	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	220	NaN	Y	58.0	NaN	2016-01-07 07:50:00	AH	RTP	CdS_RTP_01	Y	NaN	2016-01-07 09:02:00	BW	90 pin	NaN	47	1000	21610.0	Y	NaN	2016-01-07 15:00:00	JV	1	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 12:53:00	CC	DENTON	200W, 60s, 10mT, 220C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	C7	NaN	NaN	NaN	NaN	NaN	2016-01-11 09:12:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:11:00	NaN	DG	565.0	30.702005	1466.039513	0.117944	0.588966	17.394022	143.105276	12.679553	NaN	NaN	16.137377	6.298124e+03	2.725143e+01	3.861406e+03	NaN	NaN	11.7944	58.8966	0.790637	25.328367	1.238701	175.518441	575 - ZnTe:Cu 6% 200W 1min 220C	575 - None	575 - None	NaN	NaN
6	47L3D	3503.0	47L3D	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 200C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 08:21:00	AH	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	223	NaN	Y	60.0	NaN	2016-01-07 09:20:00	AH	RTP	CdS_RTP_01	Y	NaN	2016-01-07 10:50:00	AM	90 pin	NaN	47	1050	21910.0	Y	NaN	2016-01-07 15:00:00	JV	1	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 10:30:00	MH	DENTON	200W, 60s, 10mT, 200C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	E2	NaN	NaN	NaN	NaN	NaN	2016-01-11 08:25:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 09:48:00	NaN	DG	565.0	28.791966	1668.446842	0.134227	0.656824	17.580672	144.486625	13.648874	NaN	NaN	17.776251	7.182028e+03	2.333076e+01	3.604893e+04	NaN	NaN	13.4227	65.6824	0.799121	25.572854	1.060489	1638.587835	575 - ZnTe:Cu 6% 200W 1min 200C	575 - None	575 - None	NaN	NaN
7	47L3E	3551.0	47L3E	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 220C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 09:02:00	AH	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	60.0	NaN	2016-01-07 09:44:00	AH	RTP	CdS_RTP_01	Y	NaN	2016-01-07 11:26:00	AM	90 pin	NaN	47	1060	20902.0	Y	added 1.5g TeO2	2016-01-07 15:00:00	JV	1	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 13:03:00	CC	DENTON	200W, 60s, 10mT, 220C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	B4	NaN	NaN	NaN	NaN	NaN	2016-01-11 09:01:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:27:00	NaN	DG	565.0	30.552346	1253.051405	0.100809	0.549975	16.332242	140.844343	10.926029	NaN	NaN	16.220910	2.871053e+03	3.027255e+01	1.067781e+03	NaN	NaN	10.0809	54.9975	0.742375	24.928202	1.376025	48.535508	575 - ZnTe:Cu 6% 200W 1min 220C	575 - None	575 - None	NaN	1.0
10	47L4A	3695.0	47L4A	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 200C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 10:25:00	AH	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	60.0	NaN	2016-01-07 11:33:00	AM	RTP	CdS_RTP_01	Y	NaN	2016-01-07 13:15:00	BW	90 pin	NaN	47	1060	21735.0	Y	NaN	2016-01-07 17:38:00	NG	2	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 10:57:00	NP	DENTON	200W, 60s, 10mT, 200C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	D3	NaN	NaN	NaN	NaN	NaN	2016-01-11 08:43:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:14:00	NaN	DG	565.0	30.720799	1153.911821	0.092833	0.555715	15.005788	138.376207	10.004315	NaN	NaN	18.522036	1.386175e+04	3.262463e+01	1.063748e+03	NaN	NaN	9.2833	55.5715	0.682081	24.491364	1.482938	48.352163	575 - ZnTe:Cu 6% 200W 1min 200C	575 - None	575 - None	NaN	1.0
11	47L4B	3743.0	47L4B	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 220C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	AH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 11:13:00	JV	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	59.0	NaN	2016-01-07 12:37:00	MH	RTP	CdS_RTP_01	Y	NaN	2016-01-07 13:54:00	JV	90 pin	NaN	47	1070	22818.0	Y	NaN	2016-01-07 17:38:00	NG	2	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 08:52:00	NP	DENTON	200W, 60s, 10mT, 220C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	E1	NaN	NaN	NaN	NaN	NaN	2016-01-11 08:49:00	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:19:00	NaN	DG	565.0	30.481151	1579.810691	0.127097	0.620898	17.910518	143.359757	13.397652	NaN	NaN	18.319756	3.097381e+03	2.503322e+01	2.968442e+03	NaN	NaN	12.7097	62.0898	0.814114	25.373408	1.137874	134.929190	575 - ZnTe:Cu 6% 200W 1min 220C	575 - None	575 - None	NaN	NaN
14	47L4E	3887.0	47L4E	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 200C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 12:07:00	JV	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	59.0	NaN	2016-01-07 14:43:00	BW	RTP	CdS_RTP_01	Y	NaN	2016-01-07 15:42:00	AM	90 pin	NaN	47	1070	20616.0	Y	NaN	2016-01-07 17:38:00	NG	2	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 09:32:00	NP	DENTON	200W, 60s, 10mT, 200C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	D7	NaN	NaN	NaN	NaN	NaN	2016-01-11 09:25:00	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:44:00	NaN	DG	565.0	30.313600	1424.130495	0.114572	0.601235	16.852178	140.556084	12.154769	NaN	NaN	17.033222	3.460624e+04	2.657485e+01	1.599747e+03	NaN	NaN	11.4572	60.1235	0.766008	24.877183	1.207948	72.715791	575 - ZnTe:Cu 6% 200W 1min 200C	575 - None	575 - None	NaN	1.0
15	47L4F	3935.0	47L4F	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 220C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 12:32:00	MH	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	60.0	NaN	2016-01-07 15:00:00	AM	RTP	CdS_RTP_01	Y	NaN	2016-01-07 16:17:00	MH	90 pin	NaN	47	1075	22314.0	Y	NaN	2016-01-07 17:38:00	NG	2	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 09:12:00	NP	DENTON	200W, 60s, 10mT, 220C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	D2	NaN	NaN	NaN	NaN	NaN	2016-01-11 08:30:00	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 09:50:00	NaN	DG	565.0	29.544590	1499.805072	0.120660	0.613282	17.312468	143.624851	12.851618	NaN	NaN	18.969461	6.465657e+04	2.751656e+01	6.364362e+03	NaN	NaN	12.0660	61.3282	0.786930	25.420328	1.250753	289.289183	575 - ZnTe:Cu 6% 200W 1min 220C	575 - None	575 - None	NaN	NaN
18	47L5B	4079.0	47L5B	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 200C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	MH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 13:34:00	BW	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	59.0	NaN	2016-01-07 16:20:00	NG	RTP	CdS_RTP_01	Y	NaN	2016-01-07 18:07:00	MH	90 pin	NaN	47	1085	22030.0	Y	NaN	2016-01-07 22:29:00	NG	3	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 11:22:00	NP	DENTON	200W, 60s, 10mT, 200C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	E6	NaN	NaN	NaN	NaN	NaN	2016-01-11 09:31:00	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:49:00	NaN	DG	565.0	30.373056	1415.782876	0.113900	0.588478	17.239996	139.549747	12.570099	NaN	NaN	17.970556	1.108661e+04	2.759107e+01	2.375957e+03	NaN	NaN	11.3900	58.8478	0.783636	24.699070	1.254139	107.998042	575 - ZnTe:Cu 6% 200W 1min 200C	575 - None	575 - None	NaN	1.0
19	47L5C	4127.0	47L5C	575	ZnTe #7, Cu Oven test	NaN	ZnTe:Cu 6% 200W 1min 220C	NaN	NaN	NaN	EXP	Exp_575	NaN	NaN	NaN	NaN	2016-01-07 00:00:00	MH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-01-07 13:42:00	BW	Ascentool 2	CdS	2015-12-09 00:00:00	PVD_CdS_09	225	NaN	Y	59.0	NaN	2016-01-07 17:08:00	MH	RTP	CdS_RTP_01	Y	NaN	2016-01-07 18:44:00	NG	90 pin	NaN	47	1085	23325.0	Y	added 1.5g TeO2	2016-01-07 22:29:00	NG	3	CdTe_01	Y	NaN	2016-01-08 07:11:00	NaN	Schmid	NaN	NaN	Y	4th Anneal	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-01-08 13:30:00	CC	DENTON	200W, 60s, 10mT, 220C	N	NaN	NaN	2016-01-08 13:06:00	JV/JS	RD_Optek	Scribe_05	Y	NaN	2016-01-08 16:03:00	MG	Roller Coater	PR_Oven	Fusion	PR_11	2016-01-06 00:00:00	2016-01-08 00:00:00	Y	NaN	2016-01-08 17:51:00	JV	RD_Optek	Scribe 9	Y	NaN	NaN	2016-01-11 06:58:00	JS	Sencera	MoNAl_S_7	N	C3	NaN	NaN	NaN	NaN	NaN	2016-01-11 08:55:00	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-01-11 09:31:00	JS/AH	RD_Optek	Scribe 7	Y	NaN	2016-01-11 08:05:00	JS/AH	RD_Optek	PostP3_Edge_Delete_AA169	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-01-11 10:17:00	NaN	DG	565.0	30.578192	1148.072424	0.092363	0.551471	15.199205	136.970078	10.412947	NaN	NaN	17.991780	5.273610e+03	3.110126e+01	6.568903e+02	NaN	NaN	9.2363	55.1471	0.690873	24.242492	1.413694	29.858651	575 - ZnTe:Cu 6% 200W 1min 220C	575 - None	575 - None	NaN	1.0
26	52N8B	177671.0	52N8B	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 50nm (5mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-08 21:40:46	MG	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	94	NaN	Y	83.0	NaN	2016-08-09 06:57:14	MH	RTP	CdS_RTP_01	Y	NaN	2016-08-09 08:23:24	JKW	CdTe_01	CdTe_06	76D	1000	21182.0	Y	NaN	2016-08-09 14:06:35	JV	1	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 12:00:37	CC	Sencera	ZTC6_Sencera02	N	C4	0.0000097	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	D5	NaN	ARC_03	MG	Y	NaN	2016-08-15 19:10:05	MG	Cu_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 18:41:42	BW	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 20:46:00	NaN	MG	565.0	28.300201	1467.527110	0.118063	0.601292	17.344419	140.715106	12.577320	NaN	NaN	18.665106	3.438094e+03	2.758476e+01	1.102394e+05	NaN	NaN	11.8063	60.1292	0.788383	24.905328	1.253853	5010.883887	720 - ZnTe 50nm (5mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	NaN
27	52N8D	177719.0	52N8D	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 25nm (10mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	MH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 06:51:21	MH	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	84.0	NaN	2016-08-09 08:01:19	MH	RTP	CdS_RTP_01	Y	NaN	2016-08-09 09:29:37	JKW	CdTe_01	CdTe_06	76D	985	20674.0	Y	added 1.5g TeO2	2016-08-09 14:06:35	JV	1	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 11:00:37	RH	Sencera	ZTC6_Sencera03	N	C4	0.0000088	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	E5	metal wrap-around on glass	ARC_03	WV	Y	NaN	2016-08-15 20:20:10	MG	Mo_Oven	220	Metal_15	N	residue on glass	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 19:31:34	WV	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:18:00	NaN	MG	565.0	29.999340	1622.326781	0.130517	0.663175	17.857377	140.220321	13.850799	NaN	NaN	21.474042	1.714463e+03	2.641462e+01	5.173018e+03	NaN	NaN	13.0517	66.3175	0.811699	24.817756	1.200664	235.137195	720 - ZnTe 25nm (10mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	1.0
29	52N9B	177815.0	52N9B	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 50nm (5mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	MH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 08:15:05	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	95	NaN	Y	83.0	NaN	2016-08-09 10:02:02	JKW	RTP	CdS_RTP_01	Y	NaN	2016-08-09 11:13:13	JV	CdTe_01	CdTe_06	76D	1015	21449.0	Y	NaN	2016-08-09 14:06:35	JV	1	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 12:00:37	CC	Sencera	ZTC6_Sencera02	N	B4	0.0000097	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	3 (1.1), 22 (.9)	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	C4	NaN	ARC_03	MG	Y	NaN	2016-08-15 19:42:07	MG	Cu_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 18:41:42	BW	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 20:58:00	NaN	MG	565.0	30.933618	1406.498313	0.113154	0.590808	17.367896	138.005764	12.704370	NaN	NaN	16.945266	3.918855e+03	2.696859e+01	3.253233e+03	NaN	NaN	11.3154	59.0808	0.789450	24.425799	1.225845	147.874239	720 - ZnTe 50nm (5mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	NaN
30	52N9D	177863.0	52N9D	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 25nm (10mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	MH	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 08:57:32	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	84.0	NaN	2016-08-09 10:30:40	JV	RTP	CdS_RTP_01	Y	NaN	2016-08-09 11:48:45	JV	CdTe_01	CdTe_06	76D	1035	21435.0	NaN	NaN	2016-08-09 14:06:35	JV	1	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 11:00:37	RH	Sencera	ZTC6_Sencera03	N	B4	0.0000088	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	C1	NaN	ARC_03	WV	Y	NaN	2016-08-15 20:51:32	MG	Mo_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 19:31:34	WV	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:33:00	NaN	MG	565.0	31.361709	1597.696600	0.128536	0.643986	17.811981	141.135561	13.796478	NaN	NaN	16.272597	1.686675e+04	2.550770e+01	2.262692e+03	NaN	NaN	12.8536	64.3986	0.809635	24.979745	1.159441	102.849628	720 - ZnTe 25nm (10mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	NaN
32	52N9F	177959.0	52N9F	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 50nm (5mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JKW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 09:37:26	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	84.0	NaN	2016-08-09 11:27:57	JV	RTP	CdS_RTP_01	Y	NaN	2016-08-09 13:06:07	BW	CdTe_01	CdTe_06	76D	1040	21487.0	Y	NaN	2016-08-09 14:06:35	JV	1	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 12:00:37	CC	Sencera	ZTC6_Sencera02	N	A4	0.0000097	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	C3	NaN	ARC_03	WV	Y	NaN	2016-08-15 20:35:54	MG	Mo_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 19:31:34	WV	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:24:00	NaN	MG	565.0	29.900600	1235.237096	0.099375	0.561336	16.403920	134.146552	11.115617	NaN	NaN	14.741779	2.018142e+03	3.213536e+01	4.464486e+03	NaN	NaN	9.9375	56.1336	0.745633	23.742753	1.460698	202.931200	720 - ZnTe 50nm (5mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	NaN
33	52P1B	178007.0	52P1B	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 25nm (10mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JKW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 09:59:00	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	85.0	NaN	2016-08-09 11:51:00	JV	RTP	CdS_RTP_01	Y	NaN	2016-08-09 13:41:40	BW	CdTe_01	CdTe_06	76D	1045	21113.0	Y	NaN	2016-08-09 18:37:17	WS	2	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 11:00:37	RH	Sencera	ZTC6_Sencera03	N	A4	0.0000088	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	C6	NaN	ARC_03	MG	Y	NaN	2016-08-15 19:32:32	MG	Mo_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 18:41:42	BW	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 20:55:00	NaN	MG	565.0	29.198812	1556.401921	0.125213	0.630491	17.820021	140.522927	13.100417	NaN	NaN	21.839215	1.742055e+04	2.484135e+01	8.562056e+02	NaN	NaN	12.5213	63.0491	0.810001	24.871315	1.129152	38.918435	720 - ZnTe 25nm (10mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	1.0
35	52P2A	178151.0	52P2A	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 25nm (10mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 10:54:04	JV	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	85.0	NaN	2016-08-09 13:32:57	NP	RTP	CdS_RTP_01	Y	NaN	2016-08-09 15:30:09	CP	CdTe_01	CdTe_06	76D	1080	21928.0	Y	NaN	2016-08-09 18:37:17	WS	2	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 11:00:37	RH	Sencera	ZTC6_Sencera03	N	D3	0.0000088	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	13 (.5), 16 (.4), 18 (.7)	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	E2	metal wrap-around on glass	ARC_03	WV	Y	NaN	2016-08-15 20:04:13	MG	Mo_Oven	220	Metal_15	N	residue on glass	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 19:31:34	WV	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:10:00	NaN	MG	565.0	29.310085	1443.426360	0.116124	0.602900	17.509369	141.720214	12.398984	NaN	NaN	19.327505	1.680071e+03	2.826825e+01	2.149999e+03	NaN	NaN	11.6124	60.2900	0.795880	25.083224	1.284921	97.727222	720 - ZnTe 25nm (10mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	1.0
36	52P2E	178103.0	52P2E	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 50nm (5mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 11:23:33	JV	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	85.0	NaN	2016-08-09 13:40:52	NP	RTP	CdS_RTP_01	Y	NaN	2016-08-09 14:53:40	CP	CdTe_01	CdTe_06	76D	1075	22803.0	Y	"error five open file", WOODGRAIN PATTERN	2016-08-09 18:37:17	WS	2	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 12:00:37	CC	Sencera	ZTC6_Sencera02	N	D3	0.0000097	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	C5	NaN	ARC_03	MG	Y	NaN	2016-08-15 19:58:06	MG	Cu_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 18:41:42	BW	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:07:00	NaN	MG	565.0	28.659690	1247.379829	0.100352	0.543955	16.554983	138.518235	10.868023	NaN	NaN	18.443329	3.661610e+03	3.224683e+01	2.736100e+03	NaN	NaN	10.0352	54.3955	0.752499	24.516502	1.465765	124.368182	720 - ZnTe 50nm (5mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	NaN
38	52P2G	178247.0	52P2G	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 50nm (5mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 12:21:13	JV	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	96	NaN	Y	85.0	NaN	2016-08-09 14:03:05	NP	RTP	CdS_RTP_01	Y	NaN	2016-08-09 16:45:51	MG	CdTe_01	CdTe_06	76D	1075	22624.0	Y	NaN	2016-08-09 18:37:17	WS	2	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 12:00:37	CC	Sencera	ZTC6_Sencera02	N	C3	0.0000097	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	1 (206)	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	D2	NaN	ARC_03	MG	Y	NaN	2016-08-15 19:15:44	MG	Mo_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 18:41:42	BW	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 20:49:00	NaN	MG	565.0	28.714062	1403.252420	0.112892	0.577790	17.423102	139.392707	12.591237	NaN	NaN	17.035027	2.181071e+03	2.914069e+01	8.713642e+04	NaN	NaN	11.2892	57.7790	0.791959	24.671276	1.324577	3960.746210	720 - ZnTe 50nm (5mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	1.0
39	52P3A	178295.0	52P3A	720	Sencera ZnTe #2	2016-08-16 00:00:00	ZnTe 25nm (10mm/s) 3mT 1kW	15m metal anneal	NaN	NaN	EXP	720	1	NaN	NaN	NaN	2016-08-08 00:00:00	JV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-09 12:56:22	BW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	95	NaN	Y	84.0	NaN	2016-08-09 14:15:29	NP	RTP	CdS_RTP_01	Y	NaN	2016-08-09 17:24:05	MG	CdTe_01	CdTe_06	76D	1075	22452.0	Y	NaN	2016-08-09 18:37:17	WS	2	CdTe_01	Y	NaN	2016-08-10 06:25:37	JKW	Schmid	12.0	CdCl2_12	Y	7TH ANNEAL	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-08-10 11:00:37	RH	Sencera	ZTC6_Sencera03	N	C3	0.0000088	2016-08-10 12:00:31	AH	RD_Optek	Scribe_13	Y	NaN	2016-08-10 16:01:02	AH	Roller Coater	PR_Oven	Fusion	PR_19	2016-06-01 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-10 17:15:55	WV	RD_Optek	Scribe_14	Y	NaN	NaN	2016-08-15 15:49:15	CC	Sencera	MoNAl_S_7	N	B2	hold up in MoN-1	ARC_03	WV	Y	NaN	2016-08-15 20:48:22	MG	Cu_Oven	220	Metal_15	N	NaN	2016-08-15 20:16:51	NG/DP	RD_Optek	Scribe_07	Y	NaN	2016-08-15 19:31:34	WV	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-15 21:30:00	NaN	MG	565.0	30.583596	1597.217593	0.128497	0.644354	17.900108	138.810072	13.657084	NaN	NaN	21.103014	5.610921e+03	2.396943e+01	1.246919e+03	NaN	NaN	12.8497	64.4354	0.813641	24.568154	1.089519	56.678116	720 - ZnTe 25nm (10mm/s) 3mT 1kW	720 - 15m metal anneal	720 - None	NaN	1.0
56	54H8E	193326.0	54H8E	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	JKW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-26 11:22:33	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	99	NaN	Y	84.0	POR CDS EXP 730	2016-08-27 23:57:28	WV	RTP	CdS_RTP_01	Y	NaN	2016-08-28 00:31:33	WV	CdTe_01	CdTe_06	78	910	21074.0	Y	NaN	2016-08-28 04:09:28	WV	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	A2	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	B1	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:15:26	MH	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 10:59:00	NaN	DG	565.0	29.707091	1550.366727	0.124728	0.633929	17.636389	139.733738	13.841759	NaN	NaN	15.982100	1.560145e+03	2.402632e+01	1.607495e+03	NaN	NaN	12.4728	63.3929	0.801654	24.731635	1.092105	73.067964	730 - T1, Cu spray > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
58	54H9B	193374.0	54H9B	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > KI > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	BW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-26 13:29:23	BW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	99	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 00:30:02	DP	RTP	CdS_RTP_01	Y	NaN	2016-08-28 01:03:03	WV	CdTe_01	CdTe_06	78	910	23123.0	Y	NaN	2016-08-28 04:09:28	WV	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	KI POST-CU PRE-ZNTE, ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	C4	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	C1	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:24:13	MH	Mo_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:02:00	NaN	DG	565.0	29.482029	1403.478276	0.112911	0.585607	16.805903	142.824835	11.799901	NaN	NaN	12.184515	1.815303e+03	2.745727e+01	5.028499e+03	NaN	NaN	11.2911	58.5607	0.763905	25.278732	1.248058	228.568137	730 - T1, Cu spray > KI > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
64	54K1D	193518.0	54K1D	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	BW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-26 17:21:23	WS	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	100	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 01:45:08	NG	RTP	CdS_RTP_01	Y	NaN	2016-08-28 02:39:15	DP	CdTe_01	CdTe_06	78	910	22803.0	Y	NaN	2016-08-28 04:09:28	WV	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	B4	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	C2	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:50:04	MH	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:11:00	NaN	DG	565.0	29.578927	1615.643647	0.129979	0.640849	17.669239	144.340887	13.533219	NaN	NaN	15.799249	2.718562e+03	2.380201e+01	1.625541e+03	NaN	NaN	12.9979	64.0849	0.803147	25.547060	1.081910	73.888231	730 - T1, Cu spray > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	1.0
66	54K1F	193566.0	54K1F	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > KI > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	BW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-26 18:28:07	WS	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	100	NaN	Y	85.0	POR CDS EXP 730	2016-08-28 02:10:23	DP	RTP	CdS_RTP_01	Y	NaN	2016-08-28 03:11:16	DP	CdTe_01	CdTe_06	78	915	20358.0	Y	NaN	2016-08-28 04:09:28	WV	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	KI POST-CU PRE-ZNTE, ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	C2	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	6(2)	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	C6	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:06:23	MH	Mo_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 10:37:00	NaN	DG	565.0	28.475370	1537.817353	0.123718	0.630317	17.328576	141.420062	12.988796	NaN	NaN	11.718211	1.864056e+04	2.535729e+01	1.472190e+04	NaN	NaN	12.3718	63.0317	0.787663	25.030099	1.152604	669.177490	730 - T1, Cu spray > KI > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
72	54K3B	193710.0	54K3B	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 00:47:41	WV	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	100	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 04:04:39	WV	RTP	CdS_RTP_01	Y	NaN	2016-08-28 04:49:24	DP	CdTe_01	CdTe_06	78	915	21051.0	Y	NaN	2016-08-28 09:35:57	AH	1	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	C3	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	E2	NaN	ARC_03	AH	Y	NaN	2016-08-29 09:11:00	NC	Mo_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:20:00	NaN	DG	565.0	29.535183	1616.416690	0.130042	0.650057	17.660171	141.465323	13.197670	NaN	NaN	14.625975	4.474042e+03	2.366727e+01	6.398158e+03	NaN	NaN	13.0042	65.0057	0.802735	25.038110	1.075785	290.825379	730 - T1, Cu spray > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
74	54K3D	193758.0	54K3D	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > KI > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 01:36:51	NG	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	100	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 04:28:30	WV	RTP	CdS_RTP_01	Y	NaN	2016-08-28 05:21:46	DP	CdTe_01	CdTe_06	78	925	21330.0	Y	NaN	2016-08-28 09:35:57	AH	1	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	KI POST-CU PRE-ZNTE, ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	A4	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	16(1.3)	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	E4	NaN	ARC_03	AH	Y	NaN	2016-08-29 09:12:56	NC	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:22:00	NaN	DG	565.0	29.784687	1442.291827	0.116033	0.600819	16.877880	142.230204	12.192552	NaN	NaN	11.312501	2.972176e+03	2.649642e+01	5.022307e+03	NaN	NaN	11.6033	60.0819	0.767176	25.173487	1.204383	228.286679	730 - T1, Cu spray > KI > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
80	54K4C	193902.0	54K4C	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 04:04:51	DP	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	101	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 05:59:45	WV	RTP	CdS_RTP_01	Y	NaN	2016-08-28 06:59:52	JKW	CdTe_01	CdTe_06	78	925	23256.0	Y	NaN	2016-08-28 09:53:38	AH	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	B2	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	C7	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:32:52	MH	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:31:00	NaN	DG	565.0	29.786098	1493.605030	0.120161	0.618973	17.028215	142.299978	12.420844	NaN	NaN	15.472737	1.577361e+05	2.631477e+01	1.993198e+03	NaN	NaN	12.0161	61.8973	0.774010	25.185837	1.196126	90.599922	730 - T1, Cu spray > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
82	54K4F	193950.0	54K4F	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > KI > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 04:53:42	DP	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	101	NaN	Y	84.0	POR CDS EXP 730	2016-08-28 06:36:23	JKW	RTP	CdS_RTP_01	Y	NaN	2016-08-28 07:32:53	JKW	CdTe_01	CdTe_06	78	925	21947.0	Y	NaN	2016-08-28 09:53:38	AH	2	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	KI POST-CU PRE-ZNTE, ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	A3	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	D6	NaN	ARC_03	AH	Y	NaN	2016-08-29 07:57:15	MH	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 10:34:00	NaN	DG	565.0	28.515391	1450.070602	0.116659	0.601262	17.021910	142.781710	12.868589	NaN	NaN	13.804365	9.749715e+03	2.796629e+01	2.662312e+03	NaN	NaN	11.6659	60.1262	0.773723	25.271099	1.271195	121.014181	730 - T1, Cu spray > KI > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	NaN
88	54K5E	194094.0	54K5E	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	JKW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 07:21:46	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	101	NaN	Y	85.0	POR CDS EXP 730	2016-08-28 08:15:00	JKW	RTP	CdS_RTP_01	Y	NaN	2016-08-28 09:11:42	JKW	CdTe_01	CdTe_06	78	925	22656.0	Y	NaN	2016-08-28 11:04:12	JKW	3	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	D2	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	C5	NaN	ARC_03	AH	Y	NaN	2016-08-29 08:00:28	MH	Mo_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:39:00	NaN	DG	565.0	29.705680	1443.446875	0.116126	0.604002	17.043758	140.340820	12.216143	NaN	NaN	16.533157	6.056615e+03	2.747353e+01	2.518848e+03	NaN	NaN	11.6126	60.4002	0.774716	24.839083	1.248797	114.493090	730 - T1, Cu spray > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	1.0
90	54K6B	194142.0	54K6B	730	ZnTe #7, MoN check #2	2016-08-29 00:00:00	T1, Cu spray > KI > ZnTe	ZnTe at 20 mm/s	tool1	NaN	EXP	730	2	NaN	NaN	NaN	2016-08-26 00:00:00	JKW	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-08-28 08:12:22	JKW	DENTON	CdS	2016-07-13 00:00:00	Denton_CdS_33	101	NaN	Y	83.0	POR CDS EXP 730	2016-08-28 08:48:06	JKW	RTP	CdS_RTP_01	Y	NaN	2016-08-28 09:43:59	JKW	CdTe_01	CdTe_06	78	925	23546.0	Y	ADDED 3.0g TeO2	2016-08-28 11:04:12	JKW	3	CdTe_01	Y	NaN	2016-08-28 12:47:27	AH/JS	Schmid	12.0	CdCl2_12	Y	NaN	NaN	NaN	NaN	2016-08-18 00:00:00	NaN	NaN	NaN	2016-08-28 15:23:48	AH/JS	all4-PCB	long CdTe oven	Cu_18	9	Y	KI POST-CU PRE-ZNTE, ZNTE AFTER CU	2016-08-28 17:00:00	MG	Sencera	ZTC6_Sencera05	N	B3	0.000007	2016-08-28 17:00:00	WS	Innolas	Scribe_19	Y	NaN	2016-08-28 20:30:00	MG	Roller Coater	PR_Oven	Fusion	PR_19	2016-08-21 00:00:00	2016-07-15 00:00:00	Y	NaN	2016-08-28 10:30:26	NG	RD_Optek	Innolas P2	Y	NaN	NaN	2016-08-29 06:10:24	JS	Sencera	MoNAl_S_7	N	E3	NaN	ARC_03	AH	Y	NaN	2016-08-29 09:07:08	MH	Cu_Oven	220	Metal_5	Y	NaN	2016-08-29 10:09:50	AH	RD_Optek	Scribe_07	Y	NaN	2016-08-29 07:00:25	MH/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-08-29 11:42:00	NaN	DG	565.0	29.371715	1531.764065	0.123231	0.611920	17.450396	143.746587	12.699539	NaN	NaN	11.874836	3.894017e+03	2.531424e+01	1.126306e+03	NaN	NaN	12.3231	61.1920	0.793200	25.441874	1.150647	51.195741	730 - T1, Cu spray > KI > ZnTe	730 - ZnTe at 20 mm/s	730 - tool1	NaN	1.0
94	58P7E	235047.0	58P7E	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	DP	2016-09-27 00:00:00	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 07:03:44	JS	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	84.0	POR CdS	2016-09-28 21:57:33	MG	RTP	CdS_RTP_01	Y	NaN	2016-09-28 22:59:16	DP	CdTe_03	CdTe_12	79B	915	21485.0	Y	NaN	2016-09-29 02:13:56	NG	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_01	2016-09-22 00:00:00	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	B2	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	7	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	B6	NaN	ARC_03	BW	Y	NaN	2016-09-30 09:42:12	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:31:00	NaN	PY	565.0	30.822516	1470.016081	0.118264	0.631145	16.792622	142.649306	12.527986	NaN	NaN	14.012973	4.029380e+04	2.582477e+01	1.746822e+03	NaN	NaN	11.8264	63.1145	0.763301	25.247665	1.173853	79.401018	753 - T3, 400C CdTe anneal, ZnTe	753 - None	753 - None	NaN	NaN
95	58P7G	235095.0	58P7G	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	DP	2016-09-27 00:00:00	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 07:37:54	BW	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	84.0	POR CdS	2016-09-28 22:12:23	MG	RTP	CdS_RTP_01	Y	NaN	2016-09-28 23:31:13	DP	CdTe_03	CdTe_12	79B	895	21683.0	Y	ADDED 3g TeO2	2016-09-29 02:13:56	NG	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_04	2016-09-22 00:00:00	2016-09-19 00:00:00	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	C6	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	6	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	D2	NaN	ARC_03	BW	Y	NaN	2016-09-30 09:36:24	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:34:00	NaN	PY	565.0	30.368121	1401.719325	0.112769	0.582116	16.806722	143.331788	12.433749	NaN	NaN	12.530786	7.274605e+03	3.048483e+01	1.834951e+03	NaN	NaN	11.2769	58.2116	0.763942	25.368458	1.385674	83.406848	753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	753 - None	753 - None	NaN	NaN
99	58P8G	235239.0	58P8G	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	DP	2016-09-27 00:00:00	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 09:24:47	BW	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	85.0	POR CdS	2016-09-29 00:13:17	DP	RTP	CdS_RTP_01	Y	NaN	2016-09-29 01:08:16	NG	CdTe_03	CdTe_12	79B	905	23553.0	Y	ADDED 3g TeO2	2016-09-29 02:13:56	NG	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_01	2016-09-22 00:00:00	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	C4	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	3	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	C6	NaN	ARC_03	BW	Y	NaN	2016-09-30 10:40:22	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 11:02:00	NaN	PY	565.0	29.993463	1183.848859	0.095241	0.553383	15.845518	136.186906	10.799897	NaN	NaN	13.873392	2.480600e+04	3.347235e+01	2.432554e+04	NaN	NaN	9.5241	55.3383	0.720251	24.103877	1.521471	1105.706486	753 - T3, 400C CdTe anneal, ZnTe	753 - None	753 - None	NaN	NaN
100	58P9A	235287.0	58P9A	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	DP	2016-09-27 00:00:00	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 09:53:53	JKW	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	85.0	POR CdS	2016-09-29 00:38:56	WV	RTP	CdS_RTP_01	Y	NaN	2016-09-29 01:46:07	WV	CdTe_03	CdTe_12	79B	910	21199.0	Y	NaN	2016-09-29 05:26:17	WV	3	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_04	2016-09-22 00:00:00	2016-09-19 00:00:00	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	C2	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	18	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	E2	NaN	ARC_03	BW	Y	NaN	2016-09-30 09:53:30	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	N	SCRIBED UPSIDE DOWN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:43:00	NaN	PY	565.0	31.126433	0.005117	0.000000	0.321005	5.704546	0.003001	2.378997	NaN	NaN	911961.080270	2.881892e+06	4.954597e+06	3.697850e+06	NaN	NaN	0.0000	32.1005	0.259298	0.000531	225208.974963	168084.094243	753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	753 - None	753 - None	NaN	NaN
103	58P9F	235431.0	58P9F	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	DP	2016-09-27 00:00:00	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 11:59:14	CP	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	85.0	POR CdS	2016-09-29 02:20:24	DP	RTP	CdS_RTP_01	Y	NaN	2016-09-29 03:23:02	DP	CdTe_03	CdTe_12	79B	905	22501.0	Y	ADDED 1.5g TeO2	2016-09-29 05:26:17	WV	3	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_01	2016-09-22 00:00:00	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	B5	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	9	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	E5	NaN	ARC_03	BW	Y	NaN	2016-09-30 10:30:38	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:53:00	NaN	PY	565.0	29.458980	1564.637672	0.125876	0.653044	17.313320	138.579491	12.816491	NaN	NaN	18.577055	7.902715e+03	2.487117e+01	6.964888e+03	NaN	NaN	12.5876	65.3044	0.786969	24.527344	1.130508	316.585826	753 - T3, 400C CdTe anneal, ZnTe	753 - None	753 - None	NaN	NaN
104	58Q4A	235479.0	58Q4A	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	NG	2016-09-27 00:00:00	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 13:14:07	JKW	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	133	NaN	Y	83.0	POR CdS	2016-09-29 02:39:52	DP	RTP	CdS_RTP_01	Y	NaN	2016-09-29 03:56:05	WV	CdTe_03	CdTe_12	79B	910	21406.0	Y	NaN	2016-09-29 05:26:17	WV	3	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_04	2016-09-22 00:00:00	2016-09-19 00:00:00	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	B6	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	15	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	E6	NaN	ARC_03	BW	Y	NaN	2016-09-30 09:57:37	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:48:00	NaN	PY	565.0	30.558690	1618.591478	0.130217	0.657959	17.539608	141.760330	13.144668	NaN	NaN	11.729511	1.101647e+04	2.165453e+01	1.349845e+04	NaN	NaN	13.0217	65.7959	0.797255	25.090324	0.984297	613.565950	753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	753 - None	753 - None	NaN	NaN
108	58Q4F	235623.0	58Q4F	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	NG	2016-09-27 00:00:00	DP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 15:03:58	JS	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	135	NaN	Y	84.0	POR CdS	2016-09-29 04:30:21	WV	RTP	CdS_RTP_01	Y	NaN	2016-09-29 05:31:06	WV	CdTe_03	CdTe_12	79B	915	21118.0	Y	NaN	2016-09-29 08:47:42	BW	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_01	2016-09-22 00:00:00	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	C3	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	5	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	C5	NaN	ARC_03	BW	Y	NaN	2016-09-30 10:03:12	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 10:56:00	NaN	PY	565.0	30.026139	1561.110054	0.125592	0.655364	17.144732	141.486864	13.223316	NaN	NaN	12.829708	6.054884e+03	2.421898e+01	1.761984e+04	NaN	NaN	12.5592	65.5364	0.779306	25.041923	1.100863	800.901783	753 - T3, 400C CdTe anneal, ZnTe	753 - None	753 - None	NaN	NaN
109	58Q4G	235671.0	58Q4G	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	NG	2016-09-27 00:00:00	DP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 15:59:32	JS	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	135	NaN	Y	84.0	POR CdS	2016-09-29 04:53:28	WV	RTP	CdS_RTP_01	Y	NaN	2016-09-29 06:02:22	WV	CdTe_03	CdTe_12	79B	915	22168.0	Y	NaN	2016-09-29 08:47:42	BW	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_04	2016-09-22 00:00:00	2016-09-19 00:00:00	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	B4	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 20:20:00	WS	Innolas	Scribe 23	Y	7	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	D3	NaN	ARC_03	BW	Y	NaN	2016-09-30 09:36:24	JS	Cu_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 11:04:00	NaN	PY	565.0	30.068922	1668.323549	0.134218	0.668451	17.825716	140.011497	13.530573	NaN	NaN	14.303471	7.021544e+03	2.320123e+01	2.319350e+03	NaN	NaN	13.4218	66.8451	0.810260	24.780796	1.054601	105.424977	753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	753 - None	753 - None	NaN	NaN
112	58Q5C	235815.0	58Q5C	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	NG	2016-09-28 00:00:00	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 19:42:42	MG	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	135	NaN	Y	83.0	POR CdS	2016-09-29 06:42:44	JS	RTP	CdS_RTP_01	Y	NaN	2016-09-29 07:42:52	BW	CdTe_03	CdTe_12	79B	910	20802.0	Y	NaN	2016-09-29 08:47:42	BW	2	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_01	2016-09-22 00:00:00	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	B3	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	1	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	C2	NaN	ARC_03	BW	Y	NaN	2016-09-30 10:05:01	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 11:09:00	NaN	PY	565.0	29.605031	1413.970497	0.113755	0.635381	16.434244	138.534004	12.098609	NaN	NaN	12.418326	2.077901e+04	2.560158e+01	1.372858e+03	NaN	NaN	11.3755	63.5381	0.747011	24.519293	1.163708	62.402623	753 - T3, 400C CdTe anneal, ZnTe	753 - None	753 - None	NaN	1.0
114	58Q5E	235863.0	58Q5E	753	ZnTe, CdSO #3, CdTe anneal	2016-09-30 00:00:00	T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	NaN	NaN	NaN	EXP	NaN	3	NG	NG	NG	2016-09-28 00:00:00	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	2016-09-28 20:38:24	JV	DENTON	CdS	2016-08-30 00:00:00	Denton_CdS_33	137	NaN	Y	83.0	POR CdS	2016-09-29 07:08:09	BW	RTP	CdS_RTP_01	Y	NaN	2016-09-29 08:14:01	BW	CdTe_03	CdTe_12	79B	920	21358.0	Y	ADDED 3g TeO2	2016-09-29 10:40:11	JS	3	CdTe_01	Y	NaN	2016-09-29 12:33:30	BW/MH	Schmid	14.0	CdCl2_12	Y	NaN	2016-09-29 14:30:00	BW/MG	Etch_04	2016-09-22 00:00:00	2016-09-19 00:00:00	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016-09-29 16:00:00	MG	Sencera	ZTC6_Sencera05	N	C5	NaN	2016-09-29 17:15:14	CP/JS	Innolas	Scribe_22	Y	NaN	2016-09-29 18:49:38	MG/CP	Roller Coater	PR_Oven	Fusion	PR_23	2016-08-21 00:00:00	2016-09-27 00:00:00	Y	NaN	2016-09-29 21:05:00	WS/CP	Innolas	Scribe 23	Y	13	NaN	2016-09-30 06:30:20	JS	Sencera	MoNAl_S_7	N	B5	NaN	ARC_03	BW	Y	NaN	2016-09-30 10:29:48	JS	Mo_Oven	220	Metal_5	Y	NaN	2016-09-30 08:10:26	BW	RD_Optek	Scribe_07	Y	NaN	2016-09-30 07:24:09	JV/JS	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-09-30 11:12:00	NaN	PY	565.0	29.517779	1439.393876	0.115800	0.618614	16.513738	141.916141	12.200304	NaN	NaN	12.779752	2.576570e+03	2.637060e+01	2.557015e+03	NaN	NaN	11.5800	61.8614	0.750624	25.117901	1.198664	116.227952	753 - T3, 400C CdTe anneal, 60s 1g/L KI RT > ZnTe	753 - None	753 - None	NaN	NaN
141	60F2G	265575.0	60F2G	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 8:27:03	MH	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/23/2016 20:01:51	MG	RTP	CdS_RTP_01	Y	TOOL 1	10/23/2016 23:26:36	NG	CdTe_01	CdTe_06	81C	930	21260.0	Y	NaN	10/24/2016 1:36:31	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	C6	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_19	8/21/2016	10/22/2016	Y	NaN	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	5	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	E4	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:31:07	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:10:00	NaN	DG	565.0	29.566698	1778.585062	0.143088	0.729019	17.551926	139.689995	13.938620	NaN	NaN	12.493203	1.106780e+04	1.878899e+01	7.349331e+02	NaN	NaN	14.3088	72.9019	0.797815	24.723893	0.854045	33.406052	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 2...	770 - None	770 - None	NaN	1.0
142	60F3A	265623.0	60F3A	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 8:46:29	JS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/23/2016 20:12:22	MG	RTP	CdS_RTP_01	Y	TOOL 1	10/23/2016 23:58:46	NG	CdTe_01	CdTe_06	81C	940	22575.0	Y	NaN	10/24/2016 1:36:31	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	C2	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	9	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	C3	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:08:21	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 13:10:00	NaN	DG	565.0	30.089843	1804.383229	0.145164	0.738962	17.624385	141.122705	14.036467	NaN	NaN	12.714946	1.760543e+04	1.951963e+01	1.222340e+03	NaN	NaN	14.5164	73.8962	0.801108	24.977470	0.887256	55.560891	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	1.0
143	60F3B	265671.0	60F3B	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 9:10:27	JS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/23/2016 20:26:58	MG	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 0:31:31	DP	CdTe_01	CdTe_06	81C	940	21722.0	Y	NaN	10/24/2016 1:36:31	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	E4	220C OVEN; POR ETCH	10/24/2016 21:40:17	JV	Innolas	Scribe_22	Y	6	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	13	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	C4	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:34:15	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:13:00	NaN	DG	565.0	29.604326	1501.062958	0.120761	0.643209	16.944362	138.371123	13.431321	NaN	NaN	22.415107	3.268430e+04	2.328530e+01	6.448865e+03	NaN	NaN	12.0761	64.3209	0.770198	24.490464	1.058423	293.130215	770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
145	60F3D	265767.0	60F3D	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 10:24:29	MH	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	85.0	POR CdS	10/24/2016 0:07:56	DP	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 1:36:43	NG	CdTe_01	CdTe_06	81C	950	21961.0	Y	NaN	10/24/2016 4:00:39	WV	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	D2	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_19	8/21/2016	10/22/2016	Y	NaN	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	18	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	C6	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:14:04	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 13:13:00	NaN	DG	565.0	30.331461	1312.347674	0.105579	0.683573	13.859364	139.448327	10.510944	NaN	NaN	86.506232	2.469290e+04	1.908805e+01	3.626879e+03	NaN	NaN	10.5579	68.3573	0.629971	24.681120	0.867639	164.858119	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 2...	770 - None	770 - None	NaN	NaN
146	60F3F	265815.0	60F3F	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s	NaN	LARGE P3 OFFSET DUE TO MANUAL PROCESS	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 10:47:34	CP	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 0:41:27	DP	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 2:10:11	NG	CdTe_01	CdTe_06	81C	950	21340.0	Y	NaN	10/24/2016 4:00:39	WV	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	E2	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	3	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	C7	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:57:31	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	Manual Fiducial; U-scope checked	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:30:00	NaN	DG	565.0	30.141791	835.868029	0.067246	0.733917	8.797869	137.635886	6.779230	NaN	NaN	6309.632025	2.808995e+04	1.467010e+01	1.642035e+04	NaN	NaN	6.7246	73.3917	0.399903	24.360334	0.666823	746.379373	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 1...	770 - None	770 - LARGE P3 OFFSET DUE TO MANUAL PROCESS	NaN	NaN
147	60F3G	265863.0	60F3G	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 11:15:14	CP	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 1:13:34	NG	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 2:43:50	NG	CdTe_01	CdTe_06	81C	950	22432.0	Y	ADDED 1.5g TeO2	10/24/2016 4:00:39	WV	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	C4	220C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	4	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	7	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	B7	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:54:03	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:34:00	NaN	DG	565.0	30.374231	820.852760	0.066038	0.697460	8.431261	142.698097	6.578704	NaN	NaN	6850.156938	2.701754e+03	1.404204e+01	8.597638e+02	NaN	NaN	6.6038	69.7460	0.383239	25.256300	0.638275	39.080171	770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	1.0
149	60F4B	265959.0	60F4B	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 12:08:25	CP	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 2:16:32	NG	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 3:55:55	DP	CdTe_01	CdTe_06	81C	945	23359.0	Y	ADDED 1.5g TeO2	10/24/2016 6:06:37	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	C3	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_19	8/21/2016	10/22/2016	Y	NaN	10/25/2016 1:15:00	WV	Innolas	Scribe 23	Y	20	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	B5	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:42:40	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:24:00	NaN	DG	565.0	30.536134	1240.767318	0.099820	0.652385	13.533026	140.729161	10.604925	NaN	NaN	1909.428226	4.387614e+03	1.961110e+01	4.200426e+03	NaN	NaN	9.9820	65.2385	0.615138	24.907816	0.891414	190.928446	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 2...	770 - None	770 - None	NaN	NaN
150	60F4C	266007.0	60F4C	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 12:33:59	CP		CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 2:48:24	NG	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 4:27:58	DP	CdTe_01	CdTe_06	81C	940	22482.0	Y	NaN	10/24/2016 6:06:37	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	B3	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:41:00	WV	Innolas	Scribe 23	Y	1	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	D5	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:48:23	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	Manual Fiducial	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:27:00	NaN	DG	565.0	30.086552	1511.975654	0.121639	0.622124	17.750562	139.515257	13.529483	NaN	NaN	13.086409	6.703882e+03	2.426799e+01	1.195426e+04	NaN	NaN	12.1639	62.2124	0.806844	24.692966	1.103091	543.375353	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
151	60F4D	266055.0	60F4D	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 12:59:00	CP	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 3:17:47	DP	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 5:03:15	DP	CdTe_01	CdTe_06	81C	940	22544.0	Y	NaN	10/24/2016 6:06:37	WV	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	B5	220C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:41:00	WV	Innolas	Scribe 23	Y	5	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	B6	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:51:39	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:37:00	NaN	DG	565.0	30.173052	1481.242561	0.119167	0.744456	14.268198	139.914922	11.720969	NaN	NaN	5077.531606	1.117530e+04	1.521290e+01	1.717650e+04	NaN	NaN	11.9167	74.4456	0.648554	24.763703	0.691496	780.749836	770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
153	60F4G	266151.0	60F4G	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 14:10:39	JS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 4:36:21	NG	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 6:08:51	DP	CdTe_01	CdTe_06	81C	940	22771.0	Y	ADDED 1.5g TeO2	10/24/2016 8:08:19	JKW	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	E3	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	4	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_19	8/21/2016	10/22/2016	Y	NaN	10/25/2016 1:41:00	WV	Innolas	Scribe 23	Y	9	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	D6	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:25:26	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 10:59:00	NaN	DG	565.0	28.359064	1711.652679	0.137703	0.672384	18.175479	140.315345	13.978148	NaN	NaN	15.272728	1.156436e+04	2.378235e+01	3.776699e+04	NaN	NaN	13.7703	67.2384	0.826158	24.834574	1.081016	1716.681493	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 2...	770 - None	770 - None	NaN	NaN
154	60F5A	266199.0	60F5A	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/22/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 14:32:45	JS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 5:08:51	WV	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 6:42:23	JKW	CdTe_01	CdTe_06	81C	940	22691.0	Y	NaN	10/24/2016 8:08:19	JKW	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	D6	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:41:00	WV	Innolas	Scribe 23	Y	13	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	D7	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:22:34	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:02:00	NaN	DG	565.0	28.849391	1051.538383	0.084597	0.621870	12.151132	139.790829	8.768245	NaN	NaN	709.022507	2.460939e+04	2.000395e+01	1.197365e+03	NaN	NaN	8.4597	62.1870	0.552324	24.741740	0.909270	54.425685	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	1.0
155	60F5B	266247.0	60F5B	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/23/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 15:00:06	JS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 6:10:22	WV	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 7:14:31	JKW	CdTe_01	CdTe_06	81C	940	22564.0	Y	NaN	10/24/2016 8:08:19	JKW	3	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	D4	220C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	4	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 1:41:00	WV	Innolas	Scribe 23	Y	18	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	E7	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:16:46	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 13:19:00	NaN	DG	565.0	30.453893	1281.466836	0.103095	0.645417	14.166600	140.765882	10.815252	NaN	NaN	22.036579	3.875787e+03	2.098300e+01	1.041865e+04	NaN	NaN	10.3095	64.5417	0.643936	24.914315	0.953773	473.575169	770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
157	60F5D	266343.0	60F5D	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 20mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/23/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 16:04:47	WS	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 6:35:12	AH	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 8:19:27	JKW	CdTe_01	CdTe_06	81C	930	22208.0	Y	NaN	10/24/2016 10:48:31	JKW	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	D3	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_19	8/21/2016	10/22/2016	Y	NaN	10/25/2016 0:38:00	WV	Innolas	Scribe 23	Y	5	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	C1	NaN	NaN	NaN	NaN	NaN	10/25/2016 8:59:40	BW	CU	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 11:40:00	NaN	DG	565.0	30.197732	1225.641937	0.098604	0.729642	12.046485	139.708304	9.790690	NaN	NaN	397.739857	3.290725e+03	1.543359e+01	1.860119e+03	NaN	NaN	9.8604	72.9642	0.547567	24.727133	0.701527	84.550866	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 2...	770 - None	770 - None	NaN	1.0
158	60F5F	266391.0	60F5F	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 200C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/23/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/23/2016 23:38:47	NG	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 6:47:06	AH	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 8:51:12	JKW	CdTe_01	CdTe_06	81C	925	22575.0	Y	NaN	10/24/2016 10:48:31	JKW	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	B2	200C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	5	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 0:38:00	WV	Innolas	Scribe 23	Y	9	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	B1	NaN	NaN	NaN	NaN	NaN	10/25/2016 9:09:02	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 12:03:00	NaN	DG	565.0	30.225701	1159.053352	0.093246	0.676731	12.316035	139.708306	9.496592	NaN	NaN	6083.113128	7.398907e+03	1.784599e+01	9.111304e+03	NaN	NaN	9.3246	67.6731	0.559820	24.727134	0.811182	414.150170	770 - T1, ZnTe > 200C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
159	60F5G	266439.0	60F5G	770	ZnTe, CdSeTe	2016-10-25 00:00:00	T1, ZnTe > 220C anneal by JJ > DAE, UV 10mm/s	NaN	NaN	NaN	EXP	NaN	3	NG	MH	JKW	10/23/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/24/2016 0:07:44	NG	DENTON	CdS	10/21/2016	Denton_CdS_33	110	NaN	Y	84.0	POR CdS	10/24/2016 7:15:26	AH	RTP	CdS_RTP_01	Y	TOOL 1	10/24/2016 9:21:55	JKW	CdTe_01	CdTe_06	81C	925	23181.0	Y	NaN	10/24/2016 10:48:31	JKW	2	CdTe_07	Y	NaN	10/24/2016 14:20:13	CP/JV	Schmid	13.0	CdCl2_12	Y	NaN	10/24/2016 16:13:30	WS/JS	Etch_01	10/17/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10/24/2016 16:51:07	MG	Sencera	ZTC6_Sencera05	Y	B4	220C OVEN; POR ETCH	10/24/2016 20:24:38	JV	Innolas	Scribe_22	Y	4	10/24/2016 21:55:37	MG/NG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	10MM/S	10/25/2016 0:38:00	WV	Innolas	Scribe 23	Y	13	NaN	10/25/2016 6:35:31	MH	Sencera	MoNAl_S_7	N	E2	NaN	NaN	NaN	NaN	NaN	10/25/2016 7:58:39	BW	MO	220	Metal_5	Y	NaN	10/25/2016 10:12:52	AH/MH	Innolas	Scribe 24	Y	New Innolas P3	10/25/2016 7:30:52	AH/MH	INNOLAS	Scribe_18	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-10-25 13:24:00	NaN	DG	565.0	30.508408	1572.525796	0.126511	0.647401	17.597361	138.031103	13.439348	NaN	NaN	21.095268	2.635070e+03	2.508668e+01	3.861002e+03	NaN	NaN	12.6511	64.7401	0.799880	24.430284	1.140304	175.500091	770 - T1, ZnTe > 220C anneal by JJ > DAE, UV 1...	770 - None	770 - None	NaN	NaN
188	60M4D	277727.0	60M4D	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 17:24:39	AH	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	10/31/2016 19:59:30	MG	RTP	CdS_RTP_01	Y	TOOL 1	10/31/2016 23:16:23	DP	CdTe_01	CdTe_06	81C	985	22862.0	Y	NaN	11/01/2016 2:03:14	WV	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 14:46:00	MG	Sencera	ZTC6_Sencera05	Y	B3	20mm/s, 200C anneal	11/01/2016 17:15:45	CP	Innolas	Scribe_22	Y	3	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	3	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	D6	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:43:25	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 11:46:00	NaN	DG	565.0	29.635133	1663.581996	0.133836	0.666402	18.181958	137.711247	13.838632	NaN	NaN	18.818010	3.198334e+03	2.419919e+01	1.431132e+04	NaN	NaN	13.3836	66.6402	0.826453	24.373672	1.099963	650.514763	776 - T1, Sencera ZnTe 20mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
190	60M4F	278591.0	60M4F	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	NaN	3	WV	WV	MG	10/31/2016	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 18:27:52	MG	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	10/31/2016 22:17:09	DP	RTP	CdS_RTP_01	Y	TOOL 1	10/31/2016 23:50:07	DP	CdTe_01	CdTe_06	81C	985	24812.0	Y	"error five open file"	11/01/2016 11:06:11	JKW	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:13:00	MG	Sencera	ZTC6_Sencera08	N	B2	30mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	9	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	E4	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:19:49	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:16:00	NaN	DG	565.0	28.421221	1509.980745	0.121479	0.636080	17.356472	138.477815	12.474042	NaN	NaN	15.142755	1.007096e+04	2.562850e+01	5.445490e+05	NaN	NaN	12.1479	63.6080	0.788931	24.509348	1.164932	24752.229020	776 - T1, Sencera ZnTe 30mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
192	60M5D	277775.0	60M5D	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 20:01:54	CP	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	85.0	Cleaned CdS target, 40s presputter	10/31/2016 23:56:16	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 1:11:29	NG	CdTe_01	CdTe_06	81C	900	22341.0	Y	NaN	11/01/2016 2:03:14	WV	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:42:00	MG	Sencera	ZTC6_Sencera09	N	B5	40mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	13	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	C5	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:29:26	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:19:00	NaN	DG	565.0	28.583423	1716.851253	0.138122	0.703880	18.035121	136.208347	14.584295	NaN	NaN	15.528788	3.292042e+03	2.168124e+01	1.113674e+04	NaN	NaN	13.8122	70.3880	0.819778	24.107672	0.985511	506.215642	776 - T1, Sencera ZnTe 40mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
194	60M5F	277823.0	60M5F	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 20:48:28	CP	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	85.0	Cleaned CdS target, 40s presputter	11/01/2016 0:25:24	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 1:38:07	NG	CdTe_01	CdTe_06	81C	900	22741.0	Y	NaN	11/01/2016 4:15:22	DP	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:13:00	MG	Sencera	ZTC6_Sencera08	N	B4	30mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 21:12:00	WS	Innolas	Scribe 23	Y	7	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	A2	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:33:54	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 11:23:00	NaN	DG	565.0	29.688749	1803.393554	0.145084	0.715769	18.287117	137.884936	14.654675	NaN	NaN	16.342522	2.987693e+04	2.169896e+01	9.356373e+03	NaN	NaN	14.5084	71.5769	0.831233	24.404413	0.986317	425.289678	776 - T1, Sencera ZnTe 30mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
197	60M6B	277919.0	60M6B	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 22:00:12	MG	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 1:26:33	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 2:40:09	NG	CdTe_01	CdTe_06	81C	890	21763.0	Y	"error five open file"	11/01/2016 4:15:22	DP	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 14:46:00	MG	Sencera	ZTC6_Sencera05	Y	B5	20mm/s, 200C anneal	11/01/2016 17:15:45	CP	Innolas	Scribe_22	Y	3	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	12	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	E1	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:13:57	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:32:00	NaN	DG	565.0	28.488082	1748.035069	0.140630	0.708752	17.565529	140.653822	14.082360	NaN	NaN	19.945055	7.755981e+03	2.191409e+01	1.080170e+04	NaN	NaN	14.0630	70.8752	0.798433	24.894482	0.996095	490.986470	776 - T1, Sencera ZnTe 20mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
198	60M6E	277967.0	60M6E	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 22:23:53	DP	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 1:52:16	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 3:11:29	NG	CdTe_01	CdTe_06	81C	890	22418.0	Y	NaN	11/01/2016 4:15:22	DP	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:42:00	MG	Sencera	ZTC6_Sencera09	N	B2	40mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	1	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	C4	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:25:29	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:35:00	NaN	DG	565.0	28.709119	1588.632520	0.127806	0.667089	17.490001	136.160062	13.483127	NaN	NaN	16.782439	4.603901e+03	2.426934e+01	2.280449e+03	NaN	NaN	12.7806	66.7089	0.795000	24.099126	1.103152	103.656750	776 - T1, Sencera ZnTe 40mm/s > 200C anneal by...	776 - None	776 - None	NaN	1.0
200	60M6G	278015.0	60M6G	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	MG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	10/31/2016 23:21:39	DP	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 2:18:28	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 3:42:27	WV	CdTe_01	CdTe_06	81C	900	22378.0	Y	NaN	11/01/2016 6:34:41	JKW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:13:00	MG	Sencera	ZTC6_Sencera08	N	B5	30mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 21:12:00	WS	Innolas	Scribe 23	Y	12	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	B3	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:16:42	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 11:38:00	NaN	DG	565.0	29.910945	1813.332795	0.145884	0.712906	18.415391	138.575137	14.632557	NaN	NaN	18.824906	8.693131e+03	2.167963e+01	3.979841e+04	NaN	NaN	14.5884	71.2906	0.837063	24.526573	0.985438	1809.018509	776 - T1, Sencera ZnTe 30mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
202	60M7B	278111.0	60M7B	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 0:19:40	DP	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 3:07:39	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 4:46:25	WV	CdTe_01	CdTe_06	81C	890	22267.0	Y	NaN	11/01/2016 6:34:41	JKW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 14:46:00	MG	Sencera	ZTC6_Sencera05	Y	B4	20mm/s, 200C anneal	11/01/2016 17:15:45	CP	Innolas	Scribe_22	Y	3	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	20	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	E5	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:25:56	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 11:41:00	NaN	DG	565.0	29.781395	1784.417012	0.143557	0.721287	17.564737	140.846772	14.047142	NaN	NaN	22.093256	4.266174e+03	2.062368e+01	4.231188e+03	NaN	NaN	14.3557	72.1287	0.798397	24.928632	0.937440	192.326726	776 - T1, Sencera ZnTe 20mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
204	60M7D	278159.0	60M7D	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	CP	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 1:19:05	NG	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 3:55:20	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 5:17:15	NG	CdTe_01	CdTe_06	81C	890	22090.0	Y	NaN	11/01/2016 6:34:41	JKW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:42:00	MG	Sencera	ZTC6_Sencera09	N	B4	40mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	6	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	E2	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:08:14	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:38:00	NaN	DG	565.0	28.840683	1607.192454	0.129299	0.662230	17.876423	136.813743	13.608750	NaN	NaN	18.124079	8.146251e+03	2.427553e+01	1.885072e+03	NaN	NaN	12.9299	66.2230	0.812565	24.214822	1.103433	85.685081	776 - T1, Sencera ZnTe 40mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
206	60M7F	278207.0	60M7F	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 2:06:13	NG	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 4:20:42	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 5:47:40	NG	CdTe_01	CdTe_06	81C	890	22383.0	Y	NaN	11/01/2016 9:39:02	BW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:13:00	MG	Sencera	ZTC6_Sencera08	N	B6	30mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 21:12:00	WS	Innolas	Scribe 23	Y	3	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	C2	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:08:52	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 11:43:00	NaN	DG	565.0	29.663587	1613.221950	0.129785	0.642073	18.191441	138.628802	13.622575	NaN	NaN	15.849220	1.460734e+04	2.405358e+01	2.862520e+03	NaN	NaN	12.9785	64.2073	0.826884	24.536071	1.093344	130.114523	776 - T1, Sencera ZnTe 30mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
209	60M8B	278303.0	60M8B	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 3:19:57	WV	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 5:13:38	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 6:48:12	JKW	CdTe_01	CdTe_06	81C	890	22826.0	Y	NaN	11/01/2016 9:39:02	BW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 14:46:00	MG	Sencera	ZTC6_Sencera05	Y	B2	20mm/s, 200C anneal	11/01/2016 17:15:45	CP	Innolas	Scribe_22	Y	3	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	12	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	D3	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:17:58	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:41:00	NaN	DG	565.0	28.839742	1692.777378	0.136185	0.685263	18.044761	137.552778	14.493792	NaN	NaN	17.277692	1.377961e+04	2.239071e+01	1.431350e+04	NaN	NaN	13.6185	68.5263	0.820216	24.345624	1.017759	650.613644	776 - T1, Sencera ZnTe 20mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
210	60M8E	278351.0	60M8E	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 3:45:36	WV	DENTON	CdS	10/21/2016	Denton_CdS_36	104	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 5:44:55	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 7:18:24	JKW	CdTe_01	CdTe_06	81C	890	22082.0	Y	NaN	11/01/2016 9:39:02	BW	2	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:42:00	MG	Sencera	ZTC6_Sencera09	N	B3	40mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	5	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	A7	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:02:31	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 12:06:00	NaN	DG	565.0	30.531200	1799.608796	0.144779	0.718458	18.099054	139.036592	14.582253	NaN	NaN	15.301294	2.301901e+04	2.136287e+01	9.972980e+03	NaN	NaN	14.4779	71.8458	0.822684	24.608246	0.971039	453.317253	776 - T1, Sencera ZnTe 40mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
212	60M8G	278399.0	60M8G	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 30mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 4:42:12	NG	DENTON	CdS	10/21/2016	Denton_CdS_36	105	NaN	N	85.0	Cleaned CdS target, 40s presputter	11/01/2016 6:15:55	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 7:49:24	BW	CdTe_01	CdTe_06	81C	885	19454.0	Y	CdTe Out Of Range	11/01/2016 11:06:11	JKW	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:13:00	MG	Sencera	ZTC6_Sencera08	N	B3	30mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 21:12:00	WS	Innolas	Scribe 23	Y	1	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	E6	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:37:44	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 12:08:00	NaN	DG	565.0	30.348381	1848.024873	0.148675	0.725525	18.297537	139.207572	14.678752	NaN	NaN	15.172890	7.406871e+04	1.951655e+01	2.765690e+03	NaN	NaN	14.8675	72.5525	0.831706	24.638508	0.887116	125.713180	776 - T1, Sencera ZnTe 30mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
215	60M9C	278495.0	60M9C	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 20mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	NG	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 6:04:44	NG	DENTON	CdS	10/21/2016	Denton_CdS_36	106	NaN	N	85.0	Cleaned CdS target, 40s presputter	11/01/2016 7:12:51	AH	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 8:50:13	BW	CdTe_01	CdTe_06	81C	895	20300.0	Y	NaN	11/01/2016 11:06:11	JKW	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 14:46:00	MG	Sencera	ZTC6_Sencera05	Y	B6	20mm/s, 200C anneal	11/01/2016 17:15:45	CP	Innolas	Scribe_22	Y	3	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 21:12:00	WS	Innolas	Scribe 23	Y	20	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	C7	NaN	NaN	NaN	NaN	NaN	11/02/2016 9:51:04	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 12:13:00	NaN	DG	565.0	30.250379	1720.576335	0.138421	0.674304	18.493534	138.702920	14.877311	NaN	NaN	23.770305	4.132670e+03	2.551955e+01	2.473706e+03	NaN	NaN	13.8421	67.4304	0.840615	24.549189	1.159980	112.441201	776 - T1, Sencera ZnTe 20mm/s > 200C anneal by...	776 - None	776 - None	NaN	1.0
216	60M9D	278543.0	60M9D	776	ZnTe, CdS target clean, MoN cap	2016-11-02 00:00:00	T1, Sencera ZnTe 40mm/s > 200C anneal by JJ > ...	NaN	NaN	NaN	EXP	776	3	WV	WV	MG	10/31/2016	WV	Pilkington annealed TEC 12D 3.2mm	Glass Clean_5	Y	NaN	11/01/2016 7:00:21	JKW	DENTON	CdS	10/21/2016	Denton_CdS_36	106	NaN	N	84.0	Cleaned CdS target, 40s presputter	11/01/2016 7:56:25	JKW	RTP	CdS_RTP_01	Y	TOOL 1	11/01/2016 9:20:52	BW	CdTe_01	CdTe_06	81C	910	20146.0	Y	NaN	11/01/2016 11:06:11	JKW	3	CdTe_07	Y	NaN	11/01/2016 12:33:25	AH/MH	Schmid	13.0	CdCl2_12	Y	NaN	11/01/2016 14:00:14	WS/BW	Etch_01	10/17/2016	NaN	Y	NaN	11/01/2016 14:30:27	CP/AH/WS	all4-PCB	long CdTe oven	Cu_18	11.00	Y	NaN	11/01/2016 15:42:00	MG	Sencera	ZTC6_Sencera09	N	B6	40mm/s, 200C anneal	11/01/2016 17:58:33	CP	Innolas	Scribe_22	Y	4	11/01/2016 18:59:05	MG	Roller Coater	PR_Oven	Fusion	PR_20	8/21/2016	10/22/2016	N	NaN	11/01/2016 20:37:00	WS	Innolas	Scribe 23	Y	18	NaN	11/02/2016 6:32:41	MH/JKW	Sencera	MoNAl_S_7	N	D2	NaN	NaN	NaN	NaN	NaN	11/02/2016 10:12:12	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/02/2016 10:45:15	AH/MH	Innolas	Scribe 25	Y	New P3+LED Recipe	See P3	See P3	Innolas	See P3	See P3	Merged to P3	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-02 14:45:00	NaN	DG	565.0	29.038587	1710.751556	0.137631	0.719117	17.392637	137.558926	13.513280	NaN	NaN	13.636075	4.331363e+03	2.081780e+01	1.731541e+03	NaN	NaN	13.7631	71.9117	0.790574	24.346713	0.946264	78.706420	776 - T1, Sencera ZnTe 40mm/s > 200C anneal by...	776 - None	776 - None	NaN	NaN
217	61M1A	295919.0	61M1A	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR meta...	NaN	NaN	NaN	POR	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 13:09:42	JV	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	85.0	POR CdS	11/13/2016 22:08:26	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/13/2016 22:21:58	DP	CdTe_03	CdTe_12	83C	1085	23149.0	Y	I~820mA, LPM=8	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E5	30mm/s, 200C anneal, etch	11/14/2016 18:41:28	CP	Innolas	Scribe 26	Y	5	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E1	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:58:35	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:26:00	NaN	JL	565.0	29.560818	1520.171320	0.122299	0.638348	17.597951	138.113789	13.632836	NaN	NaN	14.587164	1.433533e+05	2.697469e+01	1.811117e+04	NaN	NaN	12.2299	63.8348	0.799907	24.444918	1.226122	823.234801	785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, PO...	785 - None	785 - None	NaN	NaN
218	61M1B	295967.0	61M1B	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, POR metal anneal	NaN	NaN	NaN	POR	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 13:47:49	MH	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/13/2016 22:19:19	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/13/2016 22:49:32	DP	CdTe_03	CdTe_12	83C	1050	23279.0	Y	I~730mA	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	D5	30mm/s	11/14/2016 16:26:00	CP	Innolas	Scribe 26	Y	2	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E2	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:54:13	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:23:00	NaN	JL	565.0	29.703328	1679.056249	0.135081	0.709361	17.050744	138.820787	13.839307	NaN	NaN	11.194103	1.682293e+03	2.209473e+01	2.861550e+03	NaN	NaN	13.5081	70.9361	0.775034	24.570051	1.004306	130.070477	785 - T3, ZnTe:Cu 30mm/s, POR metal anneal	785 - None	785 - None	NaN	1.0
219	61M1C	296015.0	61M1C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 10 min metal anneal	NaN	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 14:13:22	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	131	NaN	Y	84.0	POR CdS	11/13/2016 22:34:04	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/13/2016 23:18:59	DP	CdTe_03	CdTe_12	83C	1095	22137.0	Y	I~600mA	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	C5	30mm/s	11/14/2016 16:26:00	CP	Innolas	Scribe 26	Y	2	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E3	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:15:39	JS	Cu_Oven	220	Metal_10	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 10:48:00	NaN	JL	565.0	28.550467	1510.161025	0.121493	0.622306	17.502765	138.647577	12.990747	NaN	NaN	23.424356	5.473569e+03	2.793988e+01	4.930188e+03	NaN	NaN	12.1493	62.2306	0.795580	24.539394	1.269995	224.099451	785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal	785 - None	785 - None	NaN	NaN
220	61M1D	296063.0	61M1D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 210C big tool metal anneal	NaN	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 14:40:37	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/13/2016 22:52:49	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/13/2016 23:55:51	DP	CdTe_03	CdTe_12	83C	1095	21430.0	Y	I~600mA	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	B5	30mm/s	11/14/2016 16:26:00	CP	Innolas	Scribe 26	Y	2	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E4	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:05:02	JS	Schmid	210	Metal_210C	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 10:57:00	NaN	JL	565.0	29.309379	1548.081131	0.124544	0.631378	17.735988	140.000993	12.912664	NaN	NaN	21.136071	1.022135e+04	2.676606e+01	3.013449e+03	NaN	NaN	12.4544	63.1378	0.806181	24.778937	1.216639	136.974949	785 - T3, ZnTe:Cu 30mm/s, 210C big tool meta...	785 - None	785 - None	NaN	NaN
221	61M1E	296111.0	61M1E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR meta...	NaN	NaN	NaN	POR	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 15:05:15	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/13/2016 23:08:54	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 0:32:32	DP	CdTe_03	CdTe_12	83C	1095	21587.0	Y	NaN	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	A5	30mm/s, 200C anneal, etch	11/14/2016 18:41:28	CP	Innolas	Scribe 26	Y	5	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E5	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:11:54	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:34:00	NaN	JL	565.0	29.756000	1713.827277	0.137878	0.697493	17.893961	139.422708	13.843161	NaN	NaN	15.256582	4.786953e+04	2.457209e+01	1.613292e+03	NaN	NaN	13.7878	69.7493	0.813362	24.676585	1.116913	73.331444	785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, PO...	785 - None	785 - None	NaN	1.0
223	61M1G	296159.0	61M1G	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, POR metal anneal	NaN	NaN	NaN	POR	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 15:55:40	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/13/2016 23:36:31	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 1:12:06	NG	CdTe_03	CdTe_12	83C	1100	21517.0	Y	NaN	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	B6	30mm/s	11/14/2016 16:26:00	CP	Innolas	Scribe 26	Y	2	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E6	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:47:36	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:14:00	NaN	JL	565.0	29.632311	1702.596403	0.136975	0.687926	18.003560	138.820464	13.939427	NaN	NaN	12.922075	9.412759e+03	2.076174e+01	1.017611e+04	NaN	NaN	13.6975	68.7926	0.818344	24.569994	0.943715	462.550515	785 - T3, ZnTe:Cu 30mm/s, POR metal anneal	785 - None	785 - None	NaN	NaN
225	61M2B	296207.0	61M2B	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 10 min metal anneal	NaN	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 16:52:48	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 0:06:31	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 1:44:14	NG	CdTe_03	CdTe_12	83C	1100	20963.0	Y	NaN	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	A6	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	E7	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:17:25	JS	Mo_Oven	220	Metal_10	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 10:45:00	NaN	JL	565.0	27.807264	1776.002970	0.142880	0.718484	17.993999	137.372264	14.381207	NaN	NaN	15.347553	4.596647e+03	1.978807e+01	4.566479e+03	NaN	NaN	14.2880	71.8484	0.817909	24.313675	0.899458	207.567235	785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal	785 - None	785 - None	NaN	NaN
226	61M2C	295055.0	61M2C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 1.6±0.2 um, ZnTe:Cu	ZnTe:Cu 30mm/s > anneal at 200C > DAE > UV @ 1...	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 17:18:01	MG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 0:20:01	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 1:20:14	WV	CdTe_01	CdTe_06	83B	680	15711.0	N	1.6±0.2um (14000-18000)Å	11/14/2016 2:09:45	NG	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	D6	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	E5	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:09:12	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:52:00	NaN	JL	565.0	29.649478	1787.270261	0.143787	0.709682	18.094169	139.989966	14.651035	NaN	NaN	11.877819	5.817906e+04	2.088901e+01	1.194818e+04	NaN	NaN	14.3787	70.9682	0.822462	24.776985	0.949500	543.099299	785 - T1, 1.6±0.2 um, ZnTe:Cu	785 - ZnTe:Cu 30mm/s > anneal at 200C > DAE > ...	785 - None	NaN	NaN
227	61M2D	296255.0	61M2D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 210C big tool metal anneal	NaN	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 17:46:01	MG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 0:43:36	DP	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 2:27:46	NG	CdTe_03	CdTe_12	83C	1110	21295.0	Y	NaN	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	D2	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C7	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:05:02	JS	Schmid	210	Metal_210C	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:05:00	NaN	JL	565.0	29.333844	1733.443393	0.139456	0.721261	17.257162	139.266816	13.626280	NaN	NaN	14.724282	6.952670e+03	2.003812e+01	5.999345e+04	NaN	NaN	13.9456	72.1261	0.784416	24.648994	0.910823	2726.975179	785 - T3, ZnTe:Cu 30mm/s, 210C big tool meta...	785 - None	785 - None	NaN	NaN
228	61M2E	295103.0	61M2E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 2.2±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 18:17:11	MG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 0:58:38	DP	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 1:45:08	WV	CdTe_01	CdTe_06	83B	1000	23659.0	Y	2.2±0.2um (20000-24000)Å POR	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E3	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	E6	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:26:00	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:25:00	NaN	JL	565.0	29.461802	1682.316395	0.135343	0.691894	17.987779	136.855151	14.643561	NaN	NaN	14.000399	4.781615e+04	2.319241e+01	6.886628e+03	NaN	NaN	13.5343	69.1894	0.817626	24.222151	1.054201	313.028526	785 - T1, 2.2±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	NaN
229	61M2F	296303.0	61M2F	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR meta...	NaN	NaN	NaN	POR	785	4	MH	MH	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 19:47:51	MG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 1:20:25	NG	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 3:03:49	NG	CdTe_03	CdTe_12	83C	1110	21951.0	Y	NaN	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	A1	30mm/s, 200C anneal, etch	11/14/2016 18:41:28	CP	Innolas	Scribe 26	Y	5	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C2	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:04:29	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:37:00	NaN	JL	565.0	29.792681	1641.865316	0.132089	0.678059	17.461841	138.669250	13.944277	NaN	NaN	14.355436	8.871162e+03	2.398794e+01	3.043729e+05	NaN	NaN	13.2089	67.8059	0.793720	24.543230	1.090361	13835.130837	785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, PO...	785 - None	785 - None	NaN	NaN
231	61M3A	296351.0	61M3A	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, POR metal anneal	NaN	NaN	NaN	POR	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 20:52:51	WS	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 1:49:46	NG	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 3:39:18	WV	CdTe_03	CdTe_12	83C	1115	22837.0	Y	NaN	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	C4	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	C3	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:06:14	JKW	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:39:00	NaN	JL	565.0	29.840176	1751.305311	0.140893	0.712437	17.768109	139.531828	14.048929	NaN	NaN	10.473400	5.648694e+03	2.185992e+01	3.246999e+04	NaN	NaN	14.0893	71.2437	0.807641	24.695899	0.993633	1475.908775	785 - T3, ZnTe:Cu 30mm/s, POR metal anneal	785 - None	785 - None	NaN	1.0
233	61M3C	295247.0	61M3C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 1.6±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 22:04:49	NG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 2:35:32	NG	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 3:18:44	DP	CdTe_01	CdTe_06	83B	670	16453.0	N	1.6±0.2um (14000-18000)Å , ADDED 1.5 g Te02	11/14/2016 4:11:02	WV	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	C2	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	C3	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:09:07	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:55:00	NaN	JL	565.0	29.610675	1816.814824	0.146164	0.729499	18.103443	137.875908	14.954725	NaN	NaN	11.611141	1.791605e+04	2.029339e+01	1.157702e+03	NaN	NaN	14.6164	72.9499	0.822884	24.402816	0.922427	52.622836	785 - T1, 1.6±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	1.0
234	61M3D	296399.0	61M3D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 10 min metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 22:43:32	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 2:55:34	NG	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 4:17:33	WV	CdTe_03	CdTe_12	83C	1110	21916.0	Y	NaN	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	A4	30mm/s	11/14/2016 16:26:00	CP	Innolas	Scribe 26	Y	2	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	B4	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:25:58	JS	Cu_Oven	220	Metal_10	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:08:00	NaN	JL	565.0	29.596565	1612.951012	0.129763	0.686424	17.496762	136.867645	13.633054	NaN	NaN	20.197694	7.934887e+03	2.609791e+01	1.618962e+03	NaN	NaN	12.9763	68.6424	0.795307	24.224362	1.186268	73.589193	785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal	785 - None	785 - None	NaN	NaN
235	61M3E	295295.0	61M3E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 2.2±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 23:17:19	NG	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 3:07:55	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 3:42:11	DP	CdTe_01	CdTe_06	83B	960	23163.0	Y	2.2±0.2um (20000-24000)Å POR	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E4	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:24:29	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	C4	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:19:03	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:32:00	NaN	JL	565.0	29.070351	1635.854056	0.131605	0.694709	17.944629	133.368794	14.529472	NaN	NaN	16.676710	2.752763e+03	2.404182e+01	6.779728e+03	NaN	NaN	13.1605	69.4709	0.815665	23.605096	1.092810	308.169469	785 - T1, 2.2±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	NaN
236	61M3F	296447.0	61M3F	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 210C big tool metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/13/2016 23:47:30	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 3:21:41	WV	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 4:55:06	WV	CdTe_03	CdTe_12	83C	1110	22263.0	Y	NaN	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	C1	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C6	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:05:02	JS	Schmid	210	Metal_210C	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:00:00	NaN	JL	565.0	29.155994	1758.663807	0.141485	0.714661	17.909882	137.401102	14.430924	NaN	NaN	14.556502	3.255663e+03	2.043569e+01	1.080299e+03	NaN	NaN	14.1485	71.4661	0.814086	24.318779	0.928895	49.104502	785 - T3, ZnTe:Cu 30mm/s, 210C big tool meta...	785 - None	785 - None	NaN	1.0
239	61M4B	296495.0	61M4B	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR meta...	NaN	NaN	NaN	POR	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 1:11:39	WV	DENTON	CdS	11/3/2016	Denton_CdS_33	131	NaN	Y	83.0	POR CdS	11/14/2016 4:03:43	WV	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 5:33:12	WV	CdTe_03	CdTe_12	83C	1110	21727.0	Y	NaN	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	D1	30mm/s, 200C anneal, etch	11/14/2016 18:41:28	CP	Innolas	Scribe 26	Y	5	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C1	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:59:53	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:28:00	NaN	JL	565.0	29.761409	1695.689690	0.136419	0.676831	18.014439	139.987413	13.843355	NaN	NaN	13.470984	6.692098e+04	2.218640e+01	5.159779e+03	NaN	NaN	13.6419	67.6831	0.818838	24.776533	1.008473	234.535401	785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, PO...	785 - None	785 - None	NaN	NaN
240	61M4C	295439.0	61M4C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 1.6±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 1:40:47	WV	DENTON	CdS	11/3/2016	Denton_CdS_33	131	NaN	Y	83.0	POR CdS	11/14/2016 4:20:17	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 5:11:13	DP	CdTe_01	CdTe_06	83B	670	16411.0	N	1.6±0.2um (14000-18000)Å , ADDED 1.5 g Te02	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E6	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	C6	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:31:38	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:11:00	NaN	JL	565.0	29.188461	1673.723861	0.134652	0.671768	17.851278	139.571005	14.206613	NaN	NaN	12.510444	2.690846e+03	2.195511e+01	1.020130e+03	NaN	NaN	13.4652	67.1768	0.811422	24.702833	0.997960	46.369535	785 - T1, 1.6±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	1.0
241	61M4D	296543.0	61M4D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, POR metal anneal	NaN	NaN	NaN	POR	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 2:08:26	WV	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 4:50:40	WV	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 6:12:06	NG	CdTe_03	CdTe_12	83C	1110	21605.0	Y	NaN	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	B1	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C5	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:10:13	JKW	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:31:00	NaN	JL	565.0	29.732486	1849.294598	0.148777	0.753011	17.863957	140.574332	14.960817	NaN	NaN	10.065477	9.085187e+03	1.782122e+01	1.596922e+03	NaN	NaN	14.8777	75.3011	0.811998	24.880413	0.810056	72.587374	785 - T3, ZnTe:Cu 30mm/s, POR metal anneal	785 - None	785 - None	NaN	NaN
242	61M4E	295487.0	61M4E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 2.2±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 2:33:21	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 5:04:48	WV	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 5:34:44	NG	CdTe_01	CdTe_06	83B	940	22458.0	Y	2.2±0.2um (20000-24000)Å POR	11/14/2016 6:29:35	AH	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E2	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	C5	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:14:44	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:35:00	NaN	JL	565.0	29.192225	1598.956298	0.128637	0.692843	16.977149	136.945891	13.596653	NaN	NaN	14.163538	3.480531e+03	2.231131e+01	1.740768e+03	NaN	NaN	12.8637	69.2843	0.771689	24.238211	1.014150	79.125811	785 - T1, 2.2±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	1.0
244	61M4G	296591.0	61M4G	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 10 min metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 3:25:27	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 5:30:46	WV	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 6:49:59	BW	CdTe_03	CdTe_12	83C	1120	21830.0	Y	ADDED 3g TeO2	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	A3	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	C4	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:27:55	JS	Mo_Oven	220	Metal_10	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:02:00	NaN	JL	565.0	29.080704	1802.769934	0.145034	0.712078	18.246065	138.792982	14.830749	NaN	NaN	14.975902	2.779913e+04	2.083494e+01	1.515115e+04	NaN	NaN	14.5034	71.2078	0.829367	24.565130	0.947043	688.688608	785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal	785 - None	785 - None	NaN	NaN
246	61M5B	296639.0	61M5B	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 210C big tool metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 4:32:17	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	133	NaN	Y	84.0	POR CdS	11/14/2016 6:05:26	WV	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 7:30:26	MH	CdTe_03	CdTe_12	83C	1100	22973.0	Y	I~745mA	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	B2	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	D7	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:05:02	JS	Schmid	210	Metal_210C	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 10:51:00	NaN	JL	565.0	29.112938	1632.281167	0.131318	0.665981	17.707980	138.803103	14.124710	NaN	NaN	14.226084	2.357034e+04	2.629252e+01	4.549342e+03	NaN	NaN	13.1318	66.5981	0.804908	24.566921	1.195115	206.788292	785 - T3, ZnTe:Cu 30mm/s, 210C big tool meta...	785 - None	785 - None	NaN	NaN
247	61M5C	295631.0	61M5C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 1.6±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 5:07:58	DP	DENTON	CdS	11/3/2016	Denton_CdS_33	133	NaN	Y	84.0	POR CdS	11/14/2016 6:17:17	AH	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 7:04:03	JKW	CdTe_01	CdTe_06	83B	670	16336.0	N	1.6±0.2um (14000-18000)Å ADDED 3g TeO2	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	B3	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	D2	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:52:50	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:03:00	NaN	JL	565.0	29.173874	1560.875346	0.125573	0.645046	17.366498	140.577219	13.000113	NaN	NaN	11.870763	2.394098e+04	2.334303e+01	1.291598e+04	NaN	NaN	12.5573	64.5046	0.789386	24.880924	1.061047	587.090178	785 - T1, 1.6±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	NaN
248	61M5D	296687.0	61M5D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, POR meta...	NaN	NaN	NaN	POR	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 5:38:49	NG	DENTON	CdS	11/3/2016	Denton_CdS_33	133	NaN	Y	84.0	POR CdS	11/14/2016 6:27:17	BW	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 8:03:10	BW	CdTe_03	CdTe_12	83C	1120	22190.0	Y	NaN	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	E1	30mm/s, 200C anneal, etch	11/14/2016 18:41:28	CP	Innolas	Scribe 26	Y	5	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	D6	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:48:30	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:16:00	NaN	JL	565.0	29.705915	1724.103208	0.138705	0.698235	17.994124	137.451836	13.837686	NaN	NaN	15.993308	3.549371e+03	2.397888e+01	6.614338e+03	NaN	NaN	13.8705	69.8235	0.817915	24.327759	1.089949	300.651744	785 - T3, ZnTe:Cu 30mm/s> 200C anneal> DAE, PO...	785 - None	785 - None	NaN	NaN
249	61M5E	295679.0	61M5E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 2.2±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 6:06:27	NG	DENTON	CdS	11/3/2016	Denton_CdS_33	133	NaN	Y	85.0	POR CdS	11/14/2016 6:45:54	BW	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 7:29:04	JKW	CdTe_01	CdTe_06	83B	940	22301.0	Y	NaN	11/14/2016 8:38:45	BW	3	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	A2	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	D3	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:03:32	JS	Mo_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:47:00	NaN	JL	565.0	29.796914	1746.768078	0.140528	0.715936	18.120071	136.034014	14.350210	NaN	NaN	15.042712	1.036538e+04	2.234378e+01	2.329626e+04	NaN	NaN	14.0528	71.5936	0.823640	24.076817	1.015626	1058.920699	785 - T1, 2.2±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	NaN
250	61M5F	296735.0	61M5F	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, POR metal anneal	NaN	NaN	NaN	POR	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 6:35:19	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	133	NaN	Y	85.0	POR CdS	11/14/2016 7:13:11	BW	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 8:40:26	BW	CdTe_03	CdTe_12	83C	1115	22410.0	Y	NaN	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	C3	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:53:05	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	D5	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:53:05	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:19:00	NaN	JL	565.0	29.888140	1815.831733	0.146085	0.733895	17.958811	138.464097	14.727709	NaN	NaN	12.221282	5.717001e+03	1.962034e+01	2.672137e+03	NaN	NaN	14.6085	73.3895	0.816310	24.506920	0.891834	121.460755	785 - T3, ZnTe:Cu 30mm/s, POR metal anneal	785 - None	785 - None	NaN	1.0
253	61M6B	295823.0	61M6B	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 1.6±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 7:51:58	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 8:27:01	BW	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 8:56:03	JKW	CdTe_01	CdTe_06	83B	670	16524.0	N	NaN	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	C6	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	E4	NaN	NaN	NaN	NaN	NaN	11/15/2016 10:03:29	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:50:00	NaN	JL	565.0	29.735778	1597.078819	0.128486	0.648608	17.859818	137.869021	14.044304	NaN	NaN	12.639179	2.991442e+03	2.453670e+01	5.774920e+03	NaN	NaN	12.8486	64.8608	0.811810	24.401597	1.115304	262.496386	785 - T1, 1.6±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	NaN
254	61M6C	296783.0	61M6C	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 10 min metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 8:17:54	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 8:53:53	JKW	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 9:17:55	BW	CdTe_03	CdTe_12	83C	1115	22202.0	Y	I~760mA	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	D4	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	D3	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:47:59	JS	Cu_Oven	220	Metal_10	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 11:11:00	NaN	JL	565.0	29.669466	1678.772187	0.135058	0.704274	17.585953	136.250763	14.142354	NaN	NaN	19.525101	9.905152e+03	2.071520e+01	1.859836e+04	NaN	NaN	13.5058	70.4274	0.799361	24.115179	0.941600	845.380132	785 - T3, ZnTe:Cu 30mm/s, 10 min metal anneal	785 - None	785 - None	NaN	NaN
255	61M6D	295871.0	61M6D	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T1, 2.2±0.2 um, ZnTe:Cu	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 8:43:07	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 9:16:53	JKW	RTP	CdS_RTP_01	Y	TOOL 1	11/14/2016 9:28:13	JKW	CdTe_01	CdTe_06	83B	940	22632.0	Y	NaN	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	Y	B4	30mm/s, 200C anneal, etch	11/14/2016 17:45:42	CP	Innolas	Scribe 26	Y	4	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 22:24:28	WV	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 9:18:46	JS	Sencera	MoNAl_S_8	N	E3	NaN	NaN	NaN	NaN	NaN	11/15/2016 9:52:33	JS	Cu_Oven	220	Metal_5	Y	NaN	11/15/2016 10:43:57	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 12:09:00	NaN	JL	565.0	29.193872	1700.344853	0.136794	0.717925	17.487613	137.292122	13.905449	NaN	NaN	14.506423	1.330119e+04	2.160082e+01	2.701862e+04	NaN	NaN	13.6794	71.7925	0.794891	24.299491	0.981855	1228.119236	785 - T1, 2.2±0.2 um, ZnTe:Cu	785 - None	785 - None	NaN	1.0
256	61M6E	296831.0	61M6E	785	ZnTe:Cu and CdTe thickness Qual	2016-11-15 00:00:00	T3, ZnTe:Cu 30mm/s, 210C big tool metal anneal	NaN	NaN	NaN	EXP	785	4	MH	JKW	NaN	10/19/2016 11:16:32	NC/JG	Pilkington annealed TEC 12D 3.2mm 100ppm	NaN	N	PILOT line clean + sonication	11/14/2016 9:10:06	JKW	DENTON	CdS	11/3/2016	Denton_CdS_33	132	NaN	Y	84.0	POR CdS	11/14/2016 9:41:12	JKW	RTP	CdS_RTP_01	Y	TOOL 3	11/14/2016 9:53:00	BW	CdTe_03	CdTe_12	83C	1115	21875.0	Y	NaN	11/14/2016 10:46:54	JKW	2	CdTe_07	Y	NaN	11/14/2016 12:15:38	JKW	Schmid	13.0	CdCl2_12	Y	NaN	11/14/2016 14:00:00	MH/BW	Etch_01	11/7/2016	NaN	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	11/14/2016 15:42:14	MG/JL	Sencera	ZTC6_Sencera08	N	D3	30mm/s	11/14/2016 15:45:00	CP/WS	Innolas	Scribe 26	Y	1	11/14/2016 19:12:51	WS	Roller Coater	PR_Oven	Fusion	PR_19	11/6/2016	11/6/2016	Y	NaN	11/14/2016 21:57:06	CP	Innolas	Scribe 27	Y	NaN	90-deg rotated for New POR	11/15/2016 7:17:31	JS	Sencera	MoNAl_S_8	N	D2	NaN	NaN	NaN	NaN	NaN	11/15/2016 8:05:02	JS	Schmid	210	Metal_210C	N	NaN	11/15/2016 9:23:01	JKW	Innolas	Scribe 28	Y	90-deg Roated for New POR	SAME AS P3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	Light	IV_TEST	2016-11-15 10:54:00	NaN	JL	565.0	29.371245	1783.948697	0.143520	0.724968	17.858149	137.792944	14.337125	NaN	NaN	14.494705	7.959154e+03	2.094076e+01	1.162993e+04	NaN	NaN	14.3520	72.4968	0.811734	24.388132	0.951853	528.632955	785 - T3, ZnTe:Cu 30mm/s, 210C big tool meta...	785 - None	785 - None	NaN	NaN

	ExpSplit1	filttrends_index	Experiment_ID	CdS Thickness (nm)	CdTe Thickness in Angstroms	CdCl2 Solution ID	Etch Comment	ARC Comment	Additional Process Name	Additional Process Start	Additional Process Operator	Additional Process Tool	Additional Process Notes	Additional Process Comments	Cell_no	Cell_Count	Comment	Cell_Area_mm2	Temp_C	Pmp_mW	Efficiency	FillFactor	Voc_V	Isc_mA	Vmp_V	n	Iph_mA	Rs_Ohm	Rsh_Ohm	Roc_Ohm	Rsc_Ohm	R_squared	Pmp_fit_ratio	percentEff	percentFF	Voc	Jsc	Rs	Rsh	shunted	shunt_count
0	575 - Cu oven annealing left	3695.0	575	60.0	21831.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	NaN	565.0	30.497246	1454.109566	0.116984	0.593871	17.292829	142.560716	12.006718	NaN	NaN	21.018910	9490.010928	29.891104	25207.560729	NaN	NaN	11.69840	59.38715	0.786038	25.231985	1.358687	1145.798215	NaN	1.0
1	575 - Cu oven annealing right	3743.0	575	59.5	22216.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	NaN	565.0	30.454245	1672.712617	0.134571	0.646219	18.039833	142.387522	14.015424	NaN	NaN	20.577599	10523.481286	23.512006	4759.081130	NaN	NaN	13.45705	64.62190	0.819992	25.201331	1.068728	216.321870	NaN	1.0
2	575 - ZnTe:Cu 6% 200W 1min 200C	3791.0	575	59.5	21822.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	NaN	565.0	30.391973	1396.783162	0.112371	0.592338	16.966196	140.052915	12.056833	NaN	NaN	17.873403	9134.320357	28.690967	1987.852162	NaN	NaN	11.23715	59.23385	0.771191	24.788127	1.304135	90.356916	NaN	1.0
3	575 - ZnTe:Cu 6% 200W 1min 220C	3839.0	575	59.0	22278.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	NaN	565.0	30.516748	1359.545459	0.109376	0.570218	16.822355	141.974809	11.802791	NaN	NaN	17.734136	4185.495574	28.894554	2018.111676	NaN	NaN	10.93765	57.02185	0.764652	25.128285	1.313389	91.732349	NaN	1.0
4	720 - POR Cu	178055.0	720	84.0	21585.0	12.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.0	22.0	NaN	565.0	31.080640	1710.296738	0.137594	0.679789	18.034156	140.882181	14.096925	NaN	NaN	12.966526	16181.852728	25.471981	3239.851902	NaN	NaN	13.75940	67.97890	0.819734	24.934899	1.157817	147.265996	NaN	1.0